4iar's Stars
google-research/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
ManimCommunity/manim
A community-maintained Python framework for creating mathematical animations.
Textualize/textual
The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
d2l-ai/d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Kanaries/pygwalker
PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
plasma-umass/scalene
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
Farama-Foundation/Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
tensorspace-team/tensorspace
Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js
pytorch/captum
Model interpretability and understanding for PyTorch
huggingface/deep-rl-class
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
jupyter-book/jupyter-book
Create beautiful, publication-quality books and documents from computational content.
libffcv/ffcv
FFCV: Fast Forward Computer Vision (and other ML workloads!)
helblazer811/ManimML
ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.
intel/neural-compressor
SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
Flet/rejected-github-profile-achievements
😵 GitHub achievements that did not make the cut.
DiffEqML/torchdyn
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
fangwei123456/spikingjelly
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
Zymrael/awesome-neural-ode
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
ErikMcClure/bad-licenses
A compendium of absurd "open-source" licenses.
neurreps/awesome-neural-geometry
A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond
lyz-code/blue-book
My personal knowledge repository
alex-petrenko/sample-factory
High throughput synchronous and asynchronous reinforcement learning
ericyangyu/PPO-for-Beginners
A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.
google/pyglove
Manipulating Python Programs
lindermanlab/ssm
Bayesian learning and inference for state space models
brainpy/BrainPy
Brain Dynamics Programming in Python
alex-petrenko/megaverse
High-throughput simulation platform for Artificial Intelligence reseach
awjuliani/neuro-nav
A library for neuroscience-inspired navigation and decision making research.
ahwillia/netrep
Some methods for comparing network representations in deep learning and neuroscience.
yaodi833/traj_similarity