Stars
Library for fast text representation and classification.
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
⚡ The Open Research Copilot. Build high-perf Portfolios, Lab Sites & Docs in Markdown + Jupyter. 100% Data Control. 🦫 数据科学家的开源 Copilot。一键部署 👇
Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具 ）
Data Science at the Command Line
🤖 Machine Learning Summer School Guide
A timeless Twitter Bootstrap theme built for the modern web.
A living collection of deep learning problems
Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)
A collaboratively written review paper on deep learning, genomics, and precision medicine
Source code/webpage/demos for the What-If Tool
Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.
R-script for generating canonical diagrams of distributions to be used to describe Bayesian hierarchical models.
[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"
Bibliography for Publications about Deep Learning using GPU
Ten Quick Tips for Deep Learning in Biology