Starred repositories
A procedural Blender pipeline for photorealistic training image generation
Dynamical Components Analysis
[CoRL '23] Dexterous piano playing with deep reinforcement learning.
Python library for downloading, loading & working with sound datasets
PyTorch code and models for V-JEPA self-supervised learning from video.
Toolbox of models, callbacks, and datasets for AI/ML researchers.
List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.
Cleo allows you to create beautiful and testable command-line interfaces.
Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models" (ICLR 2024)
Visual Representation Learning Benchmark for Self-Supervised Models
The first open Federated Learning framework implemented in C++ and Python.
Bandit is a tool designed to find common security issues in Python code.
Hydra is a framework for elegantly configuring complex applications
Python packaging and dependency management made easy
A powerful Python package for simulating spiking neural networks (SNNs) using PyTorch with GPU acceleration.
A playbook for systematically maximizing the performance of deep learning models.
Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"
Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.
🎓 Path to a free self-taught education in Computer Science!
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Deep learning via category theory and functional programming
List of papers studying machine learning through the lens of category theory
List of resources for learning Category Theory
ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer
Language model alignment-focused deep learning curriculum
A template to quickly deploy Python/R based books using the Bookdown CRAN package.
