amrzv/awesome-colab-notebooks

Collection of google colaboratory notebooks for fast and easy experiments

Python

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updated Aug 6, 2026

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Awesome colab notebooks collection for ML experiments

repositoriespaperspackages
  • TRELLIS.2
  • magenta-realtime
  • timesfm
  • circle-guard-bench
  • rf-detr
  • piper1-gpl
  • presidio
  • GigaAM
  • langgraph
  • ritm-interactive-segmentation
  • supervision
  • MinerU
  • litellm
  • TabPFN
  • sam3
  • PaddleHub
  • actionmesh
  • vjepa2
  • sglang
  • BiRefNet
  • crawl4ai
  • BEiT
  • SLiMe
  • Gemma
  • clip2latent
  • EPro-PnP
  • LM Evaluation Harness
  • Classify text with BERT
  • Fine-tuning a BERT
  • AWQ
  • FastChat
  • MobileNet
  • ALBERT
  • Once-for-All
  • trlX
  • py-irt
  • Deep Image Prior
  • Thorsten-Voice
  • dm_control
  • deep-significance
  • Amphion
  • TorchGeo
  • timesfm
  • scikit-video
  • presidio-image-redactor
  • nncf
  • executorch
  • dopamine-rl
  • rfdetr
  • piper-tts
  • nemo-toolkit
  • mujoco
  • skythought
  • anthropic
  • hume-tada
  • google-adk
  • rembg
  • presidio-structured
  • crewai
  • google-cloud-datacatalog
  • sglang-router
  • datasets
  • langgraph

Courses

COURSES
namedescriptionauthorslinkscolaboratoryupdate
Python for Algorithmic Trading CookbookFrom raw market data to live algorithmic trading through 68 hands-on recipes across 15 chaptersPackt Open In Colab23.05.2026
Time Series with PyTorchStarting with PyTorch fundamentals, you will build neural networks from scratch and progress through recurrent networks, attention mechanisms, and transformers before exploring forecasting architectures such as N-BEATS, N-HiTS, and the Temporal Fusion TransformerPackt Open In Colab08.05.2026
GPU Computing with Python 3 and CUDAHow to accelerate Python applications using NVIDIA’s CUDA platform and a modern ecosystem of Python tools and librariesPackt Open In Colab11.04.2026
The Autodiff CookbookYou'll go through a whole bunch of neat autodiff ideas that you can cherry pick for your own work, starting with the basics
  • arxiv, arxiv, arxiv, arxiv
  • git, git
  • wiki, wiki, wiki, wiki
  • 1, 2, 3
Open In Colab01.04.2026
Practical RLAn open course on reinforcement learning in the wild
others
  • arxiv
  • docs
  • git
  • yt, yt, yt, yt, yt, yt, yt, yt, yt
  • 1
Open In Colab05.03.2026
Deep Learning School course (ML + CV)Nina Konovalova Open In Colab04.03.2026
mlcourse.aiOpen Machine Learning CourseYury Kashnitsky Open In Colab24.01.2026
Udacity Deep Learning class with TensorFlowLearn how to apply deep learning to solve complex problemsMark Daoust Open In Colab14.01.2026
Курс "Машинное обучение" на ФКН ВШЭКонспекты лекций, материалы семинаров и домашние задания (теоретические, практические, соревнования) по курсу "Машинное обучение", проводимому на бакалаврской программе "Прикладная математика и информатика" Факультета компьютерных наук Высшей школы экономикиEvgeny Sokolov
  • yt, yt, yt, yt
  • 1, 2
Open In Colab14.09.2025
XAIДearning explainable artificial intelligence methodsСабрина Садиех Open In Colab05.09.2025
LLM Engineering Essentials course12-week course, created by experts from academia and industry, is designed specifically for developers and engineers
others
Open In Colab22.05.2025
Understanding Language ModelsCourse deals with language models, in particular (but not exclusively so) on transformer-based language models like GPT-x or LLama Open In Colab17.04.2025
Introduction to Deep Learning courseTatiana Gaintseva
  • medium, medium
  • tf
  • wiki
  • yt, yt, yt, yt
Open In Colab24.01.2025
ARENAProvide talented individuals with the skills, tools, and environment necessary for upskilling in ML engineering, for the purpose of contributing directly to AI alignment in technical rolesCallum McDougall Open In Colab30.12.2024
Deep Learning Course at the University of AmsterdamSeries of Jupyter notebooks that are designed to help you understanding the "theory" from the lectures by seeing corresponding implementations Open In Colab17.10.2024
Machine Learning SimplifiedA Gentle Introduction to Supervised LearningAndrew Wolf Open In Colab29.08.2024
Anthropic coursesAnthropic's educational coursesAnthropic
  • docs
  • git
  • pypi
  • reddit
Open In Colab22.08.2024
Deep RL CourseThe Hugging Face Deep Reinforcement Learning Course
  • discord
  • git
  • hf, hf
  • pt
  • yt, yt, yt
  • 1
Open In Colab24.06.2024
Anthropic's Prompt Engineering Interactive TutorialCourse is intended to provide you with a comprehensive step-by-step understanding of how to engineer optimal prompts within ClaudeAnthropic
  • docs
  • git
  • medium
  • yt, yt
Open In Colab02.04.2024
Generative AI for Beginners - A CourseA 12 Lesson course teaching everything you need to know to start building Generative AI applicationsmicrosoft Open In Colab22.02.2024
Deep Reinforcement LearningCS 285 at UC Berkeley
others
Open In Colab29.08.2023
npNLGThe course introduces the basics of NLG, neural language models and their implementation in PyTorch, as well as a selection of recent pragmatic neural NLG approachesMichael Franke Open In Colab09.11.2022
DSP theoryTheory of digital signal processing: signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc Open In Colab18.10.2022
Machine learning courseThis course is broad and shallow, but author will provide additional links so that you can deepen your understanding of the ML method you needТимчишин Віталій
  • yt, yt, yt, yt, yt, yt, yt, yt, yt, yt, yt
  • 1
Open In Colab02.09.2021
Intro to TensorFlow for Deep LearningDive into deep learning with this practical course on TensorFlow and the Keras API Open In Colab09.09.2020
Introduction to TensorFlow LiteLearn how to deploy deep learning models on mobile and embedded devices with TensorFlow Lite Open In Colab09.09.2020
NYU-DLSP20This course concerns the latest techniques in deep learning and representation learning, focusing on supervised and unsupervised deep learning, embedding methods, metric learning, convolutional and recurrent nets, with applications to computer vision, natural language understanding, and speech recognition Open In Colab30.10.2019

Projects

PROJECTS
namedescriptionauthorslinkscolaboratoryupdate
KorniaLibrary is composed by a subset of packages containing operators that can be inserted within neural networks to train models to perform image transformations, epipolar geometry, depth estimation, and low-level image processing such as filtering and edge detection that operate directly on tensors Open In Colab05.08.2026
Retrieval based Voice Conversion WebUIAn easy-to-use Voice Conversion framework based on VITS源文雨
  • discord
  • git, git, git, git, git, git
  • hf
  • medium
  • yt, yt, yt, yt, yt
Open In Colab04.08.2026
SGLangSystem comprising a frontend language and runtime for efficiently programming and executing complex structured language model programs with optimizations for cache reuse and structured output decoding.
others
Open In Colab04.08.2026
SHAPSHapley Additive exPlanations is a game theoretic approach to explain the output of any machine learning model
  • arxiv, arxiv, arxiv, arxiv
  • docs, docs
  • neurips
  • yt, yt, yt, yt, yt, yt
Open In Colab03.08.2026
YOLOv8State-of-the-art model that builds upon the success of previous YOLO versions and introduces new features and improvements to further boost performance and flexibilityGlenn Jocher
  • docker
  • docs
  • kaggle
  • pypi
  • twitter
  • yt, yt, yt, yt, yt, yt
  • 1, 2, 3, 4
Open In Colab01.08.2026
YOLOv3You Only Look OnceGlenn Jocher Open In Colab29.07.2026
YOLOv5You Only Look OnceGlenn Jocher Open In Colab29.07.2026
dm_controlDeepMind Infrastructure for Physics-Based Simulation
others
  • arxiv, arxiv, arxiv, arxiv, arxiv, arxiv
  • deepmind
  • pypi
  • wiki
  • yt, yt, yt
Open In Colab28.07.2026
ADKCollection provides ready-to-use agents built on top of the Agent Development Kit, designed to accelerate your development process
  • docs
  • git, git
  • medium
  • pypi
  • reddit
  • yt, yt, yt, yt, yt, yt, yt, yt
  • 1, 2
Open In Colab24.07.2026
OmegaConfHierarchical configuration system, with support for merging configurations from multiple sources providing a consistent API regardless of how the configuration was createdOmry Yadan
  • docs, docs
  • medium
Open In Colab22.07.2026
Agent Starter PackCollection of production-ready Generative AI Agent templates built for Google CloudKristopher Overholt
  • medium, medium
  • pypi
  • reddit
  • yt, yt, yt, yt
Open In Colab21.07.2026
AlphaFoldHighly accurate protein structure prediction
others
  • deepmind, deepmind
  • git, git, git
  • pwc
  • wiki
  • yt, yt
  • 1
Open In Colab14.07.2026
GigaAMSSL pretraining framework that leverages masked language modeling with targets derived from a speech recognition model
  • arxiv, arxiv, arxiv, arxiv, arxiv
  • hf, hf
  • pypi
  • yt, yt, yt, yt
  • 1
Open In Colab14.07.2026
sThis paper introduces O-Voxel, a new sparse voxel representation and compression framework that enables high-fidelity, efficient 3D asset generation with flexible geometry and detailed appearance from learned compact latent spaces
others
Open In Colab09.07.2026
NeMoA conversational AI toolkit built for researchers working on automatic speech recognition, natural language processing, and text-to-speech synthesis
others
  • docs
  • git, git, git
  • pypi, pypi
  • yt
Open In Colab07.07.2026
Anime Face DetectorAnime Face Detector using mmdet and mmposehysts
  • git, git, git, git, git
  • hf, hf, hf, hf
  • pypi
  • reddit
Open In Colab05.07.2026
Chronos-2Pretrained, zero-shot time series forecasting model that uses group attention and synthetic multivariate training to perform univariate, multivariate, and covariate-informed forecasting with state-of-the-art accuracy across diverse real-world benchmarks.
others
  • arxiv, arxiv
  • git
  • hf, hf, hf, hf, hf, hf
  • 1, 2, 3, 4
Open In Colab02.07.2026
Nano BananaAn image generation and editing model powered by generative artificial intelligence and developed by Google DeepMindGuillaume VernadeOpen In Colab30.06.2026
PresidioContext aware, pluggable and customizable PII de-identification service for text and imagesOmri Mendels
  • docker, docker, docker
  • medium, medium
  • pypi, pypi, pypi, pypi
  • yt, yt, yt, yt, yt
  • 1, 2
Open In Colab28.06.2026
WeaverLightweight autoregressive adapter for factorized draft models that constructs proposal trees from top-K marginals to restore conditional dependencies and enable faster speculative decoding with optimized tree verification and CUDA kernels in SGLang. Open In Colab24.06.2026
TransformerLensLibrary for doing mechanistic interpretability of GPT-2 Style language models
  • arxiv, arxiv
  • git
  • medium
  • pypi
  • slack
  • yt, yt
  • 1
Open In Colab22.06.2026
HyperoptPython library for serial and parallel optimization over awkward search spaces, which may include real-valued, discrete, and conditional dimensions
  • git, git, git, git, git
  • neurips
  • yt, yt, yt
  • 1, 2
Open In Colab21.06.2026
highway-envA collection of environments for autonomous driving and tactical decision-making tasksEdouard Leurent
  • arxiv, arxiv, arxiv
  • docs
  • git, git, git
Open In Colab19.06.2026
SentencePieceAn unsupervised text tokenizer and detokenizer mainly for Neural Network-based text generation systems where the vocabulary size is predetermined prior to the neural model training
  • arxiv, arxiv, arxiv, arxiv, arxiv
  • git, git, git, git
  • medium
  • pypi
  • yt
Open In Colab14.06.2026
RF-DETRLightweight, real-time detection transformer that uses weight-sharing neural architecture search to automatically discover optimal accuracy-latency tradeoffs for object detection across diverse target datasets. Open In Colab13.06.2026
Mem0Self-improving memory layer for LLM applications, enabling personalized AI experiences that save costs and delight users Open In Colab13.06.2026
SwarmEducational framework exploring ergonomic, lightweight multi-agent orchestration
others
  • medium
  • reddit
  • yt, yt, yt, yt
  • 1
Open In Colab07.06.2026
DuoThis software project implements Duo, a diffusion-based language modeling framework that improves discrete diffusion text generation using Gaussian-guided curriculum learning and Discrete Consistency Distillation for faster training and few-step sampling.
others
Open In Colab03.06.2026
Magenta RTAn open-weights live music model that allows you to interactively create, control and perform music in the momentChris Donahue
  • arxiv, arxiv, arxiv
  • hf
  • medium
  • pypi
  • yt, yt, yt, yt, yt
  • 1, 2, 3
Open In Colab02.06.2026
TorchGeoPyTorch domain library that provides datasets, transforms, samplers, and pre-trained models specific to geospatial data
others
Open In Colab01.06.2026
pymdpPackage for simulating Active Inference agents in Markov Decision Process environments
others
  • arxiv
  • docs
Open In Colab29.05.2026
ActionMeshTemporal 3D diffusion framework that generates production-ready, topology-consistent animated 3D meshes from inputs like video, text, or static 3D shapes in a fast, feed-forward manner.
  • arxiv
  • git, git, git
  • hf, hf, hf, hf, hf, hf
  • reddit, reddit
  • twitter
  • 1, 2, 3
Open In Colab28.05.2026
Lyria 2Delivers high-fidelity music and professional-grade audio, capturing subtle nuances across a range of genres and intricate compositionsKatie NguyenOpen In Colab13.05.2026
Video SealComprehensive framework for neural video watermarking and a competitive open-sourced model Open In Colab11.05.2026
Google Cloud Text-to-SpeechEnables easy integration of Google text recognition technologies into developer applications Open In Colab07.05.2026
Imagen 4Text-to-image model, with photorealistic images, near real-time speed, and sharper clarityKatie NguyenOpen In Colab06.05.2026
CrewAILean, lightning-fast Python framework built entirely from scratch—completely independent of LangChain or other agent frameworksJoão Moura Open In Colab20.04.2026
CodeGemmaHow to load, fine-tune and deploy CodeGemma model on SQL by utilising Hugging FaceCarlo FisicaroOpen In Colab20.04.2026
Hello, many worldsThis tutorial shows how a classical neural network can learn to correct qubit calibration errorsMichael Broughton
  • tf, tf, tf
  • wiki
  • yt
Open In Colab18.04.2026
Text Generation Web UIThe best local UI for large language models, with easy setup and powerful features. 100% offline.oobabooga
  • docker
  • docs
  • git, git, git, git, git, git, git
  • hf, hf, hf, hf
  • reddit
  • 1, 2, 3, 4
Open In Colab13.04.2026
DataChainAI-dataframe to enrich, transform and analyze data from cloud storages for ML training and LLM appsDaniel K Open In Colab13.04.2026
JAX MDDifferentiable physics and molecular dynamics simulation framework in JAX that enables scalable, GPU-accelerated simulations and end-to-end optimization of entire trajectories, with flexible primitives and neural network integration.
  • arxiv, arxiv, arxiv, arxiv, arxiv, arxiv, arxiv
  • docs
  • neurips
  • pypi
  • reddit, reddit, reddit
  • yt
  • 1, 2, 3, 4
Open In Colab05.04.2026
GraphCastLearning skillful medium-range global weather forecasting
others
  • arxiv
  • git, git, git, git, git
  • yt, yt, yt, yt, yt
  • 1, 2, 3
Open In Colab30.03.2026
igniteHigh-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.Anmol Joshi
  • discord
  • docker
  • docs
  • git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git
  • medium, medium
  • pt
  • pypi
  • twitter
  • 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11
Open In Colab25.03.2026
edgeai-tensorlabEdge AI Model Development ToolsManu
  • docs
  • git, git, git, git, git, git, git, git, git
  • 1
Open In Colab25.03.2026
DopamineResearch framework for fast prototyping of reinforcement learning algorithms
  • arxiv, arxiv, arxiv, arxiv
  • git, git
  • medium
  • pypi
  • yt, yt
  • 1, 2, 3, 4
Open In Colab24.03.2026
autoresearchBilevel Autoresearch is a bilevel autoresearch framework in which an outer autoresearch loop reads and modifies the code and traces of an inner autoresearch loop to inject new Python search mechanisms at runtime, thereby improving the inner loop’s task search behavior without changing the underlying LLM.Andrej Karpathy
  • arxiv
  • git, git, git, git, git, git, git
  • hf, hf
  • medium, medium
  • twitter, twitter, twitter
  • 1, 2, 3, 4, 5, 6
Open In Colab19.03.2026
OpikFrom RAG chatbots to code assistants to complex agentic pipelines and beyond, build LLM systems that run better, faster, and cheaper with tracing, evaluations, and dashboardsJacques Verré Open In Colab19.03.2026
PEFTParameter-Efficient Fine-Tuning methods enable efficient adaptation of pre-trained language models to various downstream applications without fine-tuning all the model's parameters
  • git
  • hf, hf, hf, hf, hf, hf, hf
  • pypi
  • yt, yt, yt
  • 1
Open In Colab17.03.2026
tadaGenerative text-to-speech and spoken language modeling framework that introduces a one-to-one synchronized text-acoustic tokenization scheme for unified large language model-based speech modeling with reduced hallucinations and inference cost.
others
Open In Colab16.03.2026
spikyThis project introduces a spiking neural network paradigm that reframes modern AI models in terms of spike-based polychronization to achieve combinatorially large encoding capacity and dramatically higher energy efficiency than conventional artificial neural networks.Anatoli S tarostin Open In Colab14.03.2026
DeepFloyd IFState-of-the-art open-source text-to-image model with a high degree of photorealism and language understanding
others
Open In Colab12.03.2026
DiffusersProvides pretrained diffusion models across multiple modalities, such as vision and audio, and serves as a modular toolbox for inference and training of diffusion modelsHugging Face
  • arxiv, arxiv, arxiv, arxiv, arxiv
  • git, git, git, git
  • hf, hf, hf, hf, hf
  • yt
  • 1
Open In Colab12.03.2026
CatBoostHigh-performance open source library for gradient boosting on decision trees
others
Open In Colab09.03.2026
BEiTSelf-supervised vision representation model, which stands for Bidirectional Encoder representation from Image Transformers
  • arxiv, arxiv, arxiv
  • git, git, git, git
  • hf
  • medium
  • pwc
  • yt, yt
Open In Colab07.03.2026
Diffusion_models_tutorialThis project develops diffusion probabilistic models for high-quality image synthesis, leveraging a new connection to denoising score matching with Langevin dynamics to achieve state-of-the-art generative performance and a progressive lossy decompression scheme. Open In Colab05.03.2026
HACRL-codeThis paper presents Heterogeneous Agent Collaborative Reinforcement Learning, a Reinforcement Learning from Verifiable Reward framework in which heterogeneous agents share verified rollouts during training to collaboratively optimize while still executing independently at inference time.
others
Open In Colab05.03.2026
ExecuTorchPyTorch's unified solution for deploying AI models on-device, from smartphones to microcontrollers, built for privacy, performance, and portabilitySaoirseARM Open In Colab04.03.2026
PaperBananaAgentic framework that uses advanced vision-language and image-generation models to automatically create and refine publication-ready academic illustrations, evaluated on a new benchmark of methodology diagrams and statistical plots.
others
  • arxiv
  • docs
  • git, git, git, git, git, git, git
  • hf, hf
  • reddit, reddit, reddit, reddit, reddit, reddit, reddit
  • 1, 2, 3, 4, 5, 6, 7
Open In Colab03.03.2026
GigaAgentУниверсальный агент-оркестратор для решения широкого круга задач (ReAct + REPL)Mikelarg Open In Colab26.02.2026
GiskardOpen-source library to detect hallucinations and security issues to turn them into test suites that you can automatically execute
  • docs
  • medium
  • pypi
  • yt, yt, yt, yt
  • 1
Open In Colab17.02.2026
SGLangFast serving framework for large language models and vision language models
others
Open In Colab15.02.2026
Thorsten-VoiceFree to use, offline working, high quality german TTS voice should be available for every project without any license strugglingThorsten Müller Open In Colab02.02.2026
fastaiThe fastai deep learning librarySylvain Gugger Open In Colab28.01.2026
LM Evaluation HarnessFramework for few-shot evaluation of language models.Lintang Sutawika Open In Colab27.01.2026
OpenSpielCollection of environments and algorithms for research in general reinforcement learning and search/planning in games
others
Open In Colab22.01.2026
KerasMulti-backend deep learning framework, with support for JAX, TensorFlow, PyTorch, and OpenVINO (for inference-only)François Chollet Open In Colab21.01.2026
Grounding DINOMarrying DINO with Grounded Pre-Training for Open-Set Object Detection
others
  • arxiv
  • git, git, git, git, git, git, git
  • pwc, pwc, pwc, pwc
  • yt, yt, yt, yt
Open In Colab19.01.2026
GNNProduction-tested library for building GNNs at large scale
others
  • arxiv
  • kaggle
  • medium
  • pypi
  • tf, tf
  • yt, yt, yt, yt, yt, yt
Open In Colab14.01.2026
Gin ConfigLightweight configuration framework for Python, based on dependency injection Open In Colab14.01.2026
PyGloveGeneral-purpose library for Python object manipulation
others
  • arxiv
  • docs
  • medium
  • neurips
  • pypi
  • reddit
Open In Colab14.01.2026
BraxA differentiable physics engine that simulates environments made up of rigid bodies, joints, and actuators
others
  • arxiv
  • neurips
Open In Colab14.01.2026
T5Text-To-Text Transfer Transformer
others
  • arxiv
  • git
  • tf
Open In Colab14.01.2026
SeqIOLibrary for processing sequential data to be fed into downstream sequence models
others
  • arxiv, arxiv, arxiv, arxiv
  • docs
  • tf, tf, tf, tf, tf, tf
Open In Colab14.01.2026
TFDSCollection of ready-to-use datasets for use with TensorFlow, Jax, and other Machine Learning frameworksRyan Sepassi
  • pypi
  • tf
  • yt, yt, yt, yt
  • 1
Open In Colab14.01.2026
TensorFlow PrivacyLibrary that includes implementations of TensorFlow optimizers for training machine learning models with differential privacy
  • arxiv
  • pypi
  • tf, tf
  • yt, yt, yt
Open In Colab14.01.2026
TF-AgentsA reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning
others
  • medium
  • tf, tf
  • yt, yt, yt, yt, yt, yt, yt, yt, yt
  • 1
Open In Colab14.01.2026
ReverbEfficient and easy-to-use data storage and transport system designed for machine learning research
others
  • arxiv, arxiv, arxiv, arxiv, arxiv, arxiv, arxiv, arxiv
  • pypi
  • reddit
Open In Colab14.01.2026
ACMEA library of reinforcement learning components and agents
others
  • arxiv
  • deepmind
  • docs
  • git
  • yt, yt, yt
Open In Colab14.01.2026
GemmaFamily of open-weights Large Language Model by Google DeepMind, based on Gemini research and technologyGoogle
  • arxiv
  • docs
  • hf, hf, hf
  • kaggle, kaggle, kaggle
  • pypi
  • yt, yt, yt, yt, yt, yt, yt, yt
  • 1, 2, 3, 4
Open In Colab14.01.2026
SonnetLibrary built on top of TensorFlow 2 designed to provide simple, composable abstractions for machine learning research
others

Truncated — view the full README on GitHub.

cnn
colab-notebooks
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deep-neural-networks
generative-adversarial-network
google-colab
google-colab-notebook
google-colab-notebooks
google-colaboratory
google-colabs
google-colab-tutorial
jupyter-notebooks
machine-learning
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amrzv/awesome-colab-notebooks

Collection of google colaboratory notebooks for fast and easy experiments

Python

1,664

75 commits

updated Aug 6, 2026

See the code

README

Hits awesome-colab-notebooks

Word Cloud

The page might not be rendered properly. Please open README.md file directly

Awesome colab notebooks collection for ML experiments

repositoriespaperspackages
  • TRELLIS.2
  • magenta-realtime
  • timesfm
  • circle-guard-bench
  • rf-detr
  • piper1-gpl
  • presidio
  • GigaAM
  • langgraph
  • ritm-interactive-segmentation
  • supervision
  • MinerU
  • litellm
  • TabPFN
  • sam3
  • PaddleHub
  • actionmesh
  • vjepa2
  • sglang
  • BiRefNet
  • crawl4ai
  • BEiT
  • SLiMe
  • Gemma
  • clip2latent
  • EPro-PnP
  • LM Evaluation Harness
  • Classify text with BERT
  • Fine-tuning a BERT
  • AWQ
  • FastChat
  • MobileNet
  • ALBERT
  • Once-for-All
  • trlX
  • py-irt
  • Deep Image Prior
  • Thorsten-Voice
  • dm_control
  • deep-significance
  • Amphion
  • TorchGeo
  • timesfm
  • scikit-video
  • presidio-image-redactor
  • nncf
  • executorch
  • dopamine-rl
  • rfdetr
  • piper-tts
  • nemo-toolkit
  • mujoco
  • skythought
  • anthropic
  • hume-tada
  • google-adk
  • rembg
  • presidio-structured
  • crewai
  • google-cloud-datacatalog
  • sglang-router
  • datasets
  • langgraph

Courses

COURSES
namedescriptionauthorslinkscolaboratoryupdate
Python for Algorithmic Trading CookbookFrom raw market data to live algorithmic trading through 68 hands-on recipes across 15 chaptersPackt Open In Colab23.05.2026
Time Series with PyTorchStarting with PyTorch fundamentals, you will build neural networks from scratch and progress through recurrent networks, attention mechanisms, and transformers before exploring forecasting architectures such as N-BEATS, N-HiTS, and the Temporal Fusion TransformerPackt Open In Colab08.05.2026
GPU Computing with Python 3 and CUDAHow to accelerate Python applications using NVIDIA’s CUDA platform and a modern ecosystem of Python tools and librariesPackt Open In Colab11.04.2026
The Autodiff CookbookYou'll go through a whole bunch of neat autodiff ideas that you can cherry pick for your own work, starting with the basics
  • arxiv, arxiv, arxiv, arxiv
  • git, git
  • wiki, wiki, wiki, wiki
  • 1, 2, 3
Open In Colab01.04.2026
Practical RLAn open course on reinforcement learning in the wild
others
  • arxiv
  • docs
  • git
  • yt, yt, yt, yt, yt, yt, yt, yt, yt
  • 1
Open In Colab05.03.2026
Deep Learning School course (ML + CV)Nina Konovalova Open In Colab04.03.2026
mlcourse.aiOpen Machine Learning CourseYury Kashnitsky Open In Colab24.01.2026
Udacity Deep Learning class with TensorFlowLearn how to apply deep learning to solve complex problemsMark Daoust Open In Colab14.01.2026
Курс "Машинное обучение" на ФКН ВШЭКонспекты лекций, материалы семинаров и домашние задания (теоретические, практические, соревнования) по курсу "Машинное обучение", проводимому на бакалаврской программе "Прикладная математика и информатика" Факультета компьютерных наук Высшей школы экономикиEvgeny Sokolov
  • yt, yt, yt, yt
  • 1, 2
Open In Colab14.09.2025
XAIДearning explainable artificial intelligence methodsСабрина Садиех Open In Colab05.09.2025
LLM Engineering Essentials course12-week course, created by experts from academia and industry, is designed specifically for developers and engineers
others
Open In Colab22.05.2025
Understanding Language ModelsCourse deals with language models, in particular (but not exclusively so) on transformer-based language models like GPT-x or LLama Open In Colab17.04.2025
Introduction to Deep Learning courseTatiana Gaintseva
  • medium, medium
  • tf
  • wiki
  • yt, yt, yt, yt
Open In Colab24.01.2025
ARENAProvide talented individuals with the skills, tools, and environment necessary for upskilling in ML engineering, for the purpose of contributing directly to AI alignment in technical rolesCallum McDougall Open In Colab30.12.2024
Deep Learning Course at the University of AmsterdamSeries of Jupyter notebooks that are designed to help you understanding the "theory" from the lectures by seeing corresponding implementations Open In Colab17.10.2024
Machine Learning SimplifiedA Gentle Introduction to Supervised LearningAndrew Wolf Open In Colab29.08.2024
Anthropic coursesAnthropic's educational coursesAnthropic
  • docs
  • git
  • pypi
  • reddit
Open In Colab22.08.2024
Deep RL CourseThe Hugging Face Deep Reinforcement Learning Course
  • discord
  • git
  • hf, hf
  • pt
  • yt, yt, yt
  • 1
Open In Colab24.06.2024
Anthropic's Prompt Engineering Interactive TutorialCourse is intended to provide you with a comprehensive step-by-step understanding of how to engineer optimal prompts within ClaudeAnthropic
  • docs
  • git
  • medium
  • yt, yt
Open In Colab02.04.2024
Generative AI for Beginners - A CourseA 12 Lesson course teaching everything you need to know to start building Generative AI applicationsmicrosoft Open In Colab22.02.2024
Deep Reinforcement LearningCS 285 at UC Berkeley
others
Open In Colab29.08.2023
npNLGThe course introduces the basics of NLG, neural language models and their implementation in PyTorch, as well as a selection of recent pragmatic neural NLG approachesMichael Franke Open In Colab09.11.2022
DSP theoryTheory of digital signal processing: signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc Open In Colab18.10.2022
Machine learning courseThis course is broad and shallow, but author will provide additional links so that you can deepen your understanding of the ML method you needТимчишин Віталій
  • yt, yt, yt, yt, yt, yt, yt, yt, yt, yt, yt
  • 1
Open In Colab02.09.2021
Intro to TensorFlow for Deep LearningDive into deep learning with this practical course on TensorFlow and the Keras API Open In Colab09.09.2020
Introduction to TensorFlow LiteLearn how to deploy deep learning models on mobile and embedded devices with TensorFlow Lite Open In Colab09.09.2020
NYU-DLSP20This course concerns the latest techniques in deep learning and representation learning, focusing on supervised and unsupervised deep learning, embedding methods, metric learning, convolutional and recurrent nets, with applications to computer vision, natural language understanding, and speech recognition Open In Colab30.10.2019

Projects

PROJECTS
namedescriptionauthorslinkscolaboratoryupdate
KorniaLibrary is composed by a subset of packages containing operators that can be inserted within neural networks to train models to perform image transformations, epipolar geometry, depth estimation, and low-level image processing such as filtering and edge detection that operate directly on tensors Open In Colab05.08.2026
Retrieval based Voice Conversion WebUIAn easy-to-use Voice Conversion framework based on VITS源文雨
  • discord
  • git, git, git, git, git, git
  • hf
  • medium
  • yt, yt, yt, yt, yt
Open In Colab04.08.2026
SGLangSystem comprising a frontend language and runtime for efficiently programming and executing complex structured language model programs with optimizations for cache reuse and structured output decoding.
others
Open In Colab04.08.2026
SHAPSHapley Additive exPlanations is a game theoretic approach to explain the output of any machine learning model
  • arxiv, arxiv, arxiv, arxiv
  • docs, docs
  • neurips
  • yt, yt, yt, yt, yt, yt
Open In Colab03.08.2026
YOLOv8State-of-the-art model that builds upon the success of previous YOLO versions and introduces new features and improvements to further boost performance and flexibilityGlenn Jocher
  • docker
  • docs
  • kaggle
  • pypi
  • twitter
  • yt, yt, yt, yt, yt, yt
  • 1, 2, 3, 4
Open In Colab01.08.2026
YOLOv3You Only Look OnceGlenn Jocher Open In Colab29.07.2026
YOLOv5You Only Look OnceGlenn Jocher Open In Colab29.07.2026
dm_controlDeepMind Infrastructure for Physics-Based Simulation
others
  • arxiv, arxiv, arxiv, arxiv, arxiv, arxiv
  • deepmind
  • pypi
  • wiki
  • yt, yt, yt
Open In Colab28.07.2026
ADKCollection provides ready-to-use agents built on top of the Agent Development Kit, designed to accelerate your development process
  • docs
  • git, git
  • medium
  • pypi
  • reddit
  • yt, yt, yt, yt, yt, yt, yt, yt
  • 1, 2
Open In Colab24.07.2026
OmegaConfHierarchical configuration system, with support for merging configurations from multiple sources providing a consistent API regardless of how the configuration was createdOmry Yadan
  • docs, docs
  • medium
Open In Colab22.07.2026
Agent Starter PackCollection of production-ready Generative AI Agent templates built for Google CloudKristopher Overholt
  • medium, medium
  • pypi
  • reddit
  • yt, yt, yt, yt
Open In Colab21.07.2026
AlphaFoldHighly accurate protein structure prediction
others
  • deepmind, deepmind
  • git, git, git
  • pwc
  • wiki
  • yt, yt
  • 1
Open In Colab14.07.2026
GigaAMSSL pretraining framework that leverages masked language modeling with targets derived from a speech recognition model
  • arxiv, arxiv, arxiv, arxiv, arxiv
  • hf, hf
  • pypi
  • yt, yt, yt, yt
  • 1
Open In Colab14.07.2026
sThis paper introduces O-Voxel, a new sparse voxel representation and compression framework that enables high-fidelity, efficient 3D asset generation with flexible geometry and detailed appearance from learned compact latent spaces
others
Open In Colab09.07.2026
NeMoA conversational AI toolkit built for researchers working on automatic speech recognition, natural language processing, and text-to-speech synthesis
others
  • docs
  • git, git, git
  • pypi, pypi
  • yt
Open In Colab07.07.2026
Anime Face DetectorAnime Face Detector using mmdet and mmposehysts
  • git, git, git, git, git
  • hf, hf, hf, hf
  • pypi
  • reddit
Open In Colab05.07.2026
Chronos-2Pretrained, zero-shot time series forecasting model that uses group attention and synthetic multivariate training to perform univariate, multivariate, and covariate-informed forecasting with state-of-the-art accuracy across diverse real-world benchmarks.
others
  • arxiv, arxiv
  • git
  • hf, hf, hf, hf, hf, hf
  • 1, 2, 3, 4
Open In Colab02.07.2026
Nano BananaAn image generation and editing model powered by generative artificial intelligence and developed by Google DeepMindGuillaume VernadeOpen In Colab30.06.2026
PresidioContext aware, pluggable and customizable PII de-identification service for text and imagesOmri Mendels
  • docker, docker, docker
  • medium, medium
  • pypi, pypi, pypi, pypi
  • yt, yt, yt, yt, yt
  • 1, 2
Open In Colab28.06.2026
WeaverLightweight autoregressive adapter for factorized draft models that constructs proposal trees from top-K marginals to restore conditional dependencies and enable faster speculative decoding with optimized tree verification and CUDA kernels in SGLang. Open In Colab24.06.2026
TransformerLensLibrary for doing mechanistic interpretability of GPT-2 Style language models
  • arxiv, arxiv
  • git
  • medium
  • pypi
  • slack
  • yt, yt
  • 1
Open In Colab22.06.2026
HyperoptPython library for serial and parallel optimization over awkward search spaces, which may include real-valued, discrete, and conditional dimensions
  • git, git, git, git, git
  • neurips
  • yt, yt, yt
  • 1, 2
Open In Colab21.06.2026
highway-envA collection of environments for autonomous driving and tactical decision-making tasksEdouard Leurent
  • arxiv, arxiv, arxiv
  • docs
  • git, git, git
Open In Colab19.06.2026
SentencePieceAn unsupervised text tokenizer and detokenizer mainly for Neural Network-based text generation systems where the vocabulary size is predetermined prior to the neural model training
  • arxiv, arxiv, arxiv, arxiv, arxiv
  • git, git, git, git
  • medium
  • pypi
  • yt
Open In Colab14.06.2026
RF-DETRLightweight, real-time detection transformer that uses weight-sharing neural architecture search to automatically discover optimal accuracy-latency tradeoffs for object detection across diverse target datasets. Open In Colab13.06.2026
Mem0Self-improving memory layer for LLM applications, enabling personalized AI experiences that save costs and delight users Open In Colab13.06.2026
SwarmEducational framework exploring ergonomic, lightweight multi-agent orchestration
others
  • medium
  • reddit
  • yt, yt, yt, yt
  • 1
Open In Colab07.06.2026
DuoThis software project implements Duo, a diffusion-based language modeling framework that improves discrete diffusion text generation using Gaussian-guided curriculum learning and Discrete Consistency Distillation for faster training and few-step sampling.
others
Open In Colab03.06.2026
Magenta RTAn open-weights live music model that allows you to interactively create, control and perform music in the momentChris Donahue
  • arxiv, arxiv, arxiv
  • hf
  • medium
  • pypi
  • yt, yt, yt, yt, yt
  • 1, 2, 3
Open In Colab02.06.2026
TorchGeoPyTorch domain library that provides datasets, transforms, samplers, and pre-trained models specific to geospatial data
others
Open In Colab01.06.2026
pymdpPackage for simulating Active Inference agents in Markov Decision Process environments
others
  • arxiv
  • docs
Open In Colab29.05.2026
ActionMeshTemporal 3D diffusion framework that generates production-ready, topology-consistent animated 3D meshes from inputs like video, text, or static 3D shapes in a fast, feed-forward manner.
  • arxiv
  • git, git, git
  • hf, hf, hf, hf, hf, hf
  • reddit, reddit
  • twitter
  • 1, 2, 3
Open In Colab28.05.2026
Lyria 2Delivers high-fidelity music and professional-grade audio, capturing subtle nuances across a range of genres and intricate compositionsKatie NguyenOpen In Colab13.05.2026
Video SealComprehensive framework for neural video watermarking and a competitive open-sourced model Open In Colab11.05.2026
Google Cloud Text-to-SpeechEnables easy integration of Google text recognition technologies into developer applications Open In Colab07.05.2026
Imagen 4Text-to-image model, with photorealistic images, near real-time speed, and sharper clarityKatie NguyenOpen In Colab06.05.2026
CrewAILean, lightning-fast Python framework built entirely from scratch—completely independent of LangChain or other agent frameworksJoão Moura Open In Colab20.04.2026
CodeGemmaHow to load, fine-tune and deploy CodeGemma model on SQL by utilising Hugging FaceCarlo FisicaroOpen In Colab20.04.2026
Hello, many worldsThis tutorial shows how a classical neural network can learn to correct qubit calibration errorsMichael Broughton
  • tf, tf, tf
  • wiki
  • yt
Open In Colab18.04.2026
Text Generation Web UIThe best local UI for large language models, with easy setup and powerful features. 100% offline.oobabooga
  • docker
  • docs
  • git, git, git, git, git, git, git
  • hf, hf, hf, hf
  • reddit
  • 1, 2, 3, 4
Open In Colab13.04.2026
DataChainAI-dataframe to enrich, transform and analyze data from cloud storages for ML training and LLM appsDaniel K Open In Colab13.04.2026
JAX MDDifferentiable physics and molecular dynamics simulation framework in JAX that enables scalable, GPU-accelerated simulations and end-to-end optimization of entire trajectories, with flexible primitives and neural network integration.
  • arxiv, arxiv, arxiv, arxiv, arxiv, arxiv, arxiv
  • docs
  • neurips
  • pypi
  • reddit, reddit, reddit
  • yt
  • 1, 2, 3, 4
Open In Colab05.04.2026
GraphCastLearning skillful medium-range global weather forecasting
others
  • arxiv
  • git, git, git, git, git
  • yt, yt, yt, yt, yt
  • 1, 2, 3
Open In Colab30.03.2026
igniteHigh-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.Anmol Joshi
  • discord
  • docker
  • docs
  • git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git, git
  • medium, medium
  • pt
  • pypi
  • twitter
  • 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11
Open In Colab25.03.2026
edgeai-tensorlabEdge AI Model Development ToolsManu
  • docs
  • git, git, git, git, git, git, git, git, git
  • 1
Open In Colab25.03.2026
DopamineResearch framework for fast prototyping of reinforcement learning algorithms
  • arxiv, arxiv, arxiv, arxiv
  • git, git
  • medium
  • pypi
  • yt, yt
  • 1, 2, 3, 4
Open In Colab24.03.2026
autoresearchBilevel Autoresearch is a bilevel autoresearch framework in which an outer autoresearch loop reads and modifies the code and traces of an inner autoresearch loop to inject new Python search mechanisms at runtime, thereby improving the inner loop’s task search behavior without changing the underlying LLM.Andrej Karpathy
  • arxiv
  • git, git, git, git, git, git, git
  • hf, hf
  • medium, medium
  • twitter, twitter, twitter
  • 1, 2, 3, 4, 5, 6
Open In Colab19.03.2026
OpikFrom RAG chatbots to code assistants to complex agentic pipelines and beyond, build LLM systems that run better, faster, and cheaper with tracing, evaluations, and dashboardsJacques Verré Open In Colab19.03.2026
PEFTParameter-Efficient Fine-Tuning methods enable efficient adaptation of pre-trained language models to various downstream applications without fine-tuning all the model's parameters
  • git
  • hf, hf, hf, hf, hf, hf, hf
  • pypi
  • yt, yt, yt
  • 1
Open In Colab17.03.2026
tadaGenerative text-to-speech and spoken language modeling framework that introduces a one-to-one synchronized text-acoustic tokenization scheme for unified large language model-based speech modeling with reduced hallucinations and inference cost.
others
Open In Colab16.03.2026
spikyThis project introduces a spiking neural network paradigm that reframes modern AI models in terms of spike-based polychronization to achieve combinatorially large encoding capacity and dramatically higher energy efficiency than conventional artificial neural networks.Anatoli S tarostin Open In Colab14.03.2026
DeepFloyd IFState-of-the-art open-source text-to-image model with a high degree of photorealism and language understanding
others
Open In Colab12.03.2026
DiffusersProvides pretrained diffusion models across multiple modalities, such as vision and audio, and serves as a modular toolbox for inference and training of diffusion modelsHugging Face
  • arxiv, arxiv, arxiv, arxiv, arxiv
  • git, git, git, git
  • hf, hf, hf, hf, hf
  • yt
  • 1
Open In Colab12.03.2026
CatBoostHigh-performance open source library for gradient boosting on decision trees
others
Open In Colab09.03.2026
BEiTSelf-supervised vision representation model, which stands for Bidirectional Encoder representation from Image Transformers
  • arxiv, arxiv, arxiv
  • git, git, git, git
  • hf
  • medium
  • pwc
  • yt, yt
Open In Colab07.03.2026
Diffusion_models_tutorialThis project develops diffusion probabilistic models for high-quality image synthesis, leveraging a new connection to denoising score matching with Langevin dynamics to achieve state-of-the-art generative performance and a progressive lossy decompression scheme. Open In Colab05.03.2026
HACRL-codeThis paper presents Heterogeneous Agent Collaborative Reinforcement Learning, a Reinforcement Learning from Verifiable Reward framework in which heterogeneous agents share verified rollouts during training to collaboratively optimize while still executing independently at inference time.
others
Open In Colab05.03.2026
ExecuTorchPyTorch's unified solution for deploying AI models on-device, from smartphones to microcontrollers, built for privacy, performance, and portabilitySaoirseARM Open In Colab04.03.2026
PaperBananaAgentic framework that uses advanced vision-language and image-generation models to automatically create and refine publication-ready academic illustrations, evaluated on a new benchmark of methodology diagrams and statistical plots.
others
  • arxiv
  • docs
  • git, git, git, git, git, git, git
  • hf, hf
  • reddit, reddit, reddit, reddit, reddit, reddit, reddit
  • 1, 2, 3, 4, 5, 6, 7
Open In Colab03.03.2026
GigaAgentУниверсальный агент-оркестратор для решения широкого круга задач (ReAct + REPL)Mikelarg Open In Colab26.02.2026
GiskardOpen-source library to detect hallucinations and security issues to turn them into test suites that you can automatically execute
  • docs
  • medium
  • pypi
  • yt, yt, yt, yt
  • 1
Open In Colab17.02.2026
SGLangFast serving framework for large language models and vision language models
others
Open In Colab15.02.2026
Thorsten-VoiceFree to use, offline working, high quality german TTS voice should be available for every project without any license strugglingThorsten Müller Open In Colab02.02.2026
fastaiThe fastai deep learning librarySylvain Gugger Open In Colab28.01.2026
LM Evaluation HarnessFramework for few-shot evaluation of language models.Lintang Sutawika Open In Colab27.01.2026
OpenSpielCollection of environments and algorithms for research in general reinforcement learning and search/planning in games
others
Open In Colab22.01.2026
KerasMulti-backend deep learning framework, with support for JAX, TensorFlow, PyTorch, and OpenVINO (for inference-only)François Chollet Open In Colab21.01.2026
Grounding DINOMarrying DINO with Grounded Pre-Training for Open-Set Object Detection
others
  • arxiv
  • git, git, git, git, git, git, git
  • pwc, pwc, pwc, pwc
  • yt, yt, yt, yt
Open In Colab19.01.2026
GNNProduction-tested library for building GNNs at large scale
others
  • arxiv
  • kaggle
  • medium
  • pypi
  • tf, tf
  • yt, yt, yt, yt, yt, yt
Open In Colab14.01.2026
Gin ConfigLightweight configuration framework for Python, based on dependency injection Open In Colab14.01.2026
PyGloveGeneral-purpose library for Python object manipulation
others
  • arxiv
  • docs
  • medium
  • neurips
  • pypi
  • reddit
Open In Colab14.01.2026
BraxA differentiable physics engine that simulates environments made up of rigid bodies, joints, and actuators
others
  • arxiv
  • neurips
Open In Colab14.01.2026
T5Text-To-Text Transfer Transformer
others
  • arxiv
  • git
  • tf
Open In Colab14.01.2026
SeqIOLibrary for processing sequential data to be fed into downstream sequence models
others
  • arxiv, arxiv, arxiv, arxiv
  • docs
  • tf, tf, tf, tf, tf, tf
Open In Colab14.01.2026
TFDSCollection of ready-to-use datasets for use with TensorFlow, Jax, and other Machine Learning frameworksRyan Sepassi
  • pypi
  • tf
  • yt, yt, yt, yt
  • 1
Open In Colab14.01.2026
TensorFlow PrivacyLibrary that includes implementations of TensorFlow optimizers for training machine learning models with differential privacy
  • arxiv
  • pypi
  • tf, tf
  • yt, yt, yt
Open In Colab14.01.2026
TF-AgentsA reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning
others
  • medium
  • tf, tf
  • yt, yt, yt, yt, yt, yt, yt, yt, yt
  • 1
Open In Colab14.01.2026
ReverbEfficient and easy-to-use data storage and transport system designed for machine learning research
others
  • arxiv, arxiv, arxiv, arxiv, arxiv, arxiv, arxiv, arxiv
  • pypi
  • reddit
Open In Colab14.01.2026
ACMEA library of reinforcement learning components and agents
others
  • arxiv
  • deepmind
  • docs
  • git
  • yt, yt, yt
Open In Colab14.01.2026
GemmaFamily of open-weights Large Language Model by Google DeepMind, based on Gemini research and technologyGoogle
  • arxiv
  • docs
  • hf, hf, hf
  • kaggle, kaggle, kaggle
  • pypi
  • yt, yt, yt, yt, yt, yt, yt, yt
  • 1, 2, 3, 4
Open In Colab14.01.2026
SonnetLibrary built on top of TensorFlow 2 designed to provide simple, composable abstractions for machine learning research
others

Truncated — view the full README on GitHub.

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Significant stargazers

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