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18.065_lecture_notes

lecture notes of "Matrix Methods in Data Analysis, Signal Processing, and Machine Learning"

alpha-zero-general

A clean and simple implementation of a self-play learning algorithm based on AlphaGo Zero (any game, any framework!)

anki_search_on_web

在google、bing、yahoo等搜索引擎上，同步搜索本地的Anki数据。Tampermonkey script

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

awesome-courses

:books: List of awesome university courses for learning Computer Science!

aws-fpga

Official repository of the AWS EC2 FPGA Hardware and Software Development Kit

aws-fpga-firesim

AWS Shell for FireSim

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

began

Boundary Equibilibrium Generative Adversarial Networks Implementation in Tensorflow

began-tensorflow

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

birdseye

Quick, convenient, expression-centric, graphical Python debugger using the AST

boom-template

A template for building new projects/platforms using the BOOM core.

catarse

The first open source crowdfunding platform for creative projects in the world

ccxt

A JavaScript / Python / PHP cryptocurrency trading library with support for more than 90 bitcoin/altcoin exchanges

chisel-bootcamp

Generator Bootcamp Material: Learn Chisel the Right Way

chisel-tutorial

chisel tutorial exercises and answers

chisel3

Chisel 3

co-design

Software/Hardware Co-design for Deep Learning.

condensa

Programmable Neural Network Compression

convnet-burden

Memory consumption and FLOP count estimates for convnets

coursera-startup

Startup Engineering. Lecture Slides (june 2013)

cpplinks

A categorized list of C++ resources.

cs228_pgm

🌀 Stanford CS 228 - Probabilistic Graphical Models

cs229m_notes

dana

Dynamically Allocated Neural Network Accelerator for the RISC-V Rocket Microprocessor in Chisel

darkriscv

opensouce RISC-V implemented from scratch in one night!

deep-learning-processor-list

A list of ICs and IPs for AI, Machine Learning and Deep Learning.

deep-neuroevolution

Deep Neuroevolution

deepchaos

Experiments for the paper "Exponential expressivity in deep neural networks through transient chaos"

deepmd-kit

A deep learning package for many-body potential energy representation and molecular dynamics