6429 Open source projects that are alternatives of or similar to Policy Gradient Methods

DL course co-developed by YSDA, HSE and Skoltech

清华大学AI自强项目课件以及代码下载，黑龙江大学机器学习小组学习历程。@清华大学数据院，感谢他们的课件以及源码

Toolbox repository for Tiger team

Mask R-CNN

Predict/log/learn/update reinforcement learning loop

Procedural terrain generation for video games has been traditionally been done with smartly designed but handcrafted algorithms that generate heightmaps. We propose a first step toward the learning and synthesis of these using recent advances in deep generative modelling with openly available satellite imagery from NASA.

Musical data transmission

An analysis of different intelligent control techniques (evolutionary alg., reinf. learn., neural networks) applied to robotic manipulators.

MIT DeepTraffic top 2% solution (75.01 mph) 🚗.

searching large heterogenous data dumps with Universal Sentence Encoder

DEEP-LEARNING-practical-introduction-with-Keras

PyTorch Connectomics: segmentation toolbox for EM connectomics

A set of examples for using open source tools on IBM i

Talks & Workshops by the CODAIT team

Qualia is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia was built from scratch.

🎵 Algorithms written in different programming languages - https://zoranpandovski.github.io/al-go-rithms/

Curso sobre Aprendizaje Profundo por Refuerzo en ECI 2019

PyTorch DataSet and Jupyter demos for MusicNet

Covid19-forecast

GPT-2 French demo | Démo française de GPT-2

The source repository is at https://github.com/full-stack-deep-learning/fsdl-text-recognizer

AI Video Processing/Upscaling With VapourSynth in Google Colab

🔥 Introductory PyTorch tutorials with OReilly Media.

SpinalHDL-tutorial based on Jupyter Notebook

Sources for some videos

Computer Vision Nanodegree program from Udacity

My own solutions for Stanford CS231n (2017) assignments

notebooks and some data for playing with animeface stylegan2 and deepdanbooru

使用keras搭建seq2seq完成中英文翻译

A collection of reference applications using live video analytics capabilities in Azure Media Services

These are praat scripts I use in my research, implemented in parselmouth for python for use in binder

The source code for our CVPR 2016 work "Slicing Convolutional Neural Network for Crowd Video Understanding".

This is the 1st place solution for AV Intel scene classification challenge

《深度卷积网络：原理与实践》现已在淘宝天猫京东当当发售. 这里是其中的代码下载.

<따라 하며 배우는 데이터 과학> (2017) 소스코드

A system for assigning and grading notebooks

Assignments: CNN for Visual Recognition.

Introduction to root_numpy, pandas, Keras in simple Deep Learning application at CERN

neural network explorations ⚡️ i know it's misspelled

Adversarial Workshop code and presentation

Machine Learning University: Accelerated Computer Vision Class

Multimodal speech recognition using lipreading (with CNNs) and audio (using LSTMs). Sensor fusion is done with an attention network.

A simple neural network for calling het-/hom-variants from alignments of single molecule reads to a reference

Content for Meetups for DATA & AI - Microsoft DFW

TensorFlow 最佳学习资源大全（含课程、书籍、博客、公开课等内容）

Network Analysis for Financial Markets

Marvin AI has been accepted into the Apache Foundation and is now available at https://github.com/apache/incubator-marvin

Solved lab problems, slides and notes of the Deep Reinforcement Learning bootcamp 2017 held at UCBerkeley

Phi_K correlation analyzer library

学习《统计学习方法》并实现其中的大部分算法

Códigos explicados nos vídeos do canal Universo Discreto (YouTube)

Machine Learning example project using images of hand gestures.

自然语言处理学习笔记：机器学习及深度学习原理和示例，基于 Tensorflow 和 PyTorch 框架，Transformer、BERT、ALBERT等最新预训练模型及源代码详解，及基于预训练模型进行各种自然语言处理任务。模型部署

A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.

Code and Notebooks for Spark Tutorials for Learning Journal @ Youtube

Material for my run of Fast.AI