Ma-Lab-Berkeley / deep-representation-learning-bookLinks
Learning Deep Representations of Data Distributions
☆765Updated last week
Alternatives and similar repositories for deep-representation-learning-book
Users that are interested in deep-representation-learning-book are comparing it to the libraries listed below
Sorting:
- NUS CS5242 Neural Networks and Deep Learning, Xavier Bresson, 2025☆408Updated 9 months ago
- A practical guide to diffusion models, implemented from scratch.☆245Updated last month
- Machine Learning with Symbolic Tensors☆356Updated last month
- ☆466Updated 5 months ago
- ☆544Updated 6 months ago
- Interactive visualizations of the geometric intuition behind diffusion models.☆1,067Updated last week
- Dion optimizer algorithm☆431Updated 3 weeks ago
- Home for "How To Scale Your Model", a short blog-style textbook about scaling LLMs on TPUs☆843Updated 2 weeks ago
- Code for the book "The Elements of Differentiable Programming".☆282Updated 7 months ago
- Deep Learning, an Energy Approach☆242Updated 8 months ago
- Simple and readable code for training and sampling from diffusion models☆696Updated 7 months ago
- Minimal and annotated implementations of key ideas from modern deep learning research.☆1,228Updated last week
- ⏰ AI conference deadline countdowns☆322Updated last week
- Labs for MIT 6.S184/6.S975, IAP 2025/2026☆320Updated 2 weeks ago
- Best practices & guides on how to write distributed pytorch training code☆575Updated 3 months ago
- PyTorch Code for Energy-Based Transformers paper -- generalizable reasoning and scalable learning☆593Updated 2 months ago
- ☆136Updated 2 months ago
- Library for text-to-text regression, applicable to any input string representation and allows pretraining and fine-tuning over multiple r…☆313Updated last week
- Single File, Single GPU, From Scratch, Efficient, Full Parameter Tuning library for "RL for LLMs"☆593Updated 4 months ago
- Open-source release accompanying Gao et al. 2025☆501Updated last month
- Open-source framework for the research and development of foundation models.☆752Updated this week
- Official Project Page for Deep Delta Learning (https://huggingface.co/papers/2601.00417)☆333Updated this week
- lecture slides for Deepmind x UCL 2021 reinforcement learning course available in YouTbue☆93Updated last year
- <Foundations of Computer Vision> Book☆437Updated this week
- Python & Matlab code for the figures from the book "Learning Theory from First Principles" by Francis Bach☆137Updated last year
- ☆191Updated 2 weeks ago
- dLLM: Simple Diffusion Language Modeling☆1,716Updated this week
- PyTorch-native post-training at scale☆613Updated this week
- PyTorch implementations of algorithms from "Reinforcement Learning: An Introduction by Sutton and Barto", along with various RL research …☆205Updated 5 months ago
- MIT IAP short course: Matrix Calculus for Machine Learning and Beyond☆570Updated last week