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An ultra-simplified explanation to design patterns
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Attempting to make the Deep Learning Book easier to understand.
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
Code samples for my book "Neural Networks and Deep Learning"
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
Image Deblurring using Generative Adversarial Networks
CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date …
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
NVIDIA-Korea / deep-learning-workshop
Forked from haanjack/ssdliDeep learning workshop materials
Natural Language Processing Tasks and References
TensorFlow Tutorials with YouTube Videos
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKT…
Collection of generative models in Pytorch version.
🔥 2D and 3D Face alignment library build using pytorch
This is the code for "A Guide to DeepMind's StarCraft AI Environment" by Siraj Raval on Youtube
An Open Source Machine Learning Framework for Everyone
An awesome list of self-driving cars
This is the code for What is an Initial Coin Offering?" By Siraj Raval on Youtube
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
VLC media player - All pull requests are ignored, please use MRs on https://code.videolan.org/videolan/vlc
AI Composer for Machine Learning for Hackers #2
Easy benchmarking of all publicly accessible implementations of convnets