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citymap's Projects

a3c_stockmarket icon a3c_stockmarket

toy project to implement A3C for stock market prediction from early 2018

achtungplayer icon achtungplayer

a reinforcement learning deep neural network built to try and play the game "Achtung, Die Kurve!"

agm icon agm

AGM阿格姆:AI基因图谱模型,从token-weight权重微粒角度,探索AI模型,GPT\LLM大模型的内在运作机制。

aichpoem icon aichpoem

手把手教你搭建人工智能AI写诗平台,从模型搭建到前后端开发到SEO优化推广

alpha-code icon alpha-code

Programming Contest Judging and Management System

alphagozero-python-tensorflow icon alphagozero-python-tensorflow

Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)

alphazero_gomoku icon alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

async-rl icon async-rl

Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Theano + OpenAI Gym)[1-step Q-learning, n-step Q-learning, A3C]

autograd icon autograd

Efficiently computes derivatives of numpy code.

backtrader icon backtrader

Python Backtesting library for trading strategies

btgym icon btgym

Scalable, event-driven, deep-learning-friendly backtesting library

carla icon carla

Open-source simulator for autonomous driving research.

cbf2018 icon cbf2018

《中华大字库》"China Big Font" CBF2018 "China Big Font" is the originator of personalized Chinese Font library, and is also the world's largest collection of Chinese Font library. The 94 edition of the "China Big Font" (CBF1994) contains 180 personalized Chinese characters, making it the first Chinese character bank in the world to break the 100 mark. The

cchess-zero icon cchess-zero

AlphaZero implemented Chinese chess. AlphaGo Zero / AlphaZero实践项目,实现**象棋。

cellular_automata_rl icon cellular_automata_rl

Explore hindsight experience replay (create_pattern), keras-rl dqn grower (grow) in a cellular automata environment.

channel-pruning icon channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

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