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amoliu's Projects

deep_q_rl icon deep_q_rl

Theano-based implementation of Deep Q-learning

deep_trader icon deep_trader

This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.

deeprl icon deeprl

Universal library for deep reinforcement learning.

deeprl-1 icon deeprl-1

Highly modularized implementation of popular deep RL algorithms by PyTorch

deeprl-agents icon deeprl-agents

A set of implementations of Deep Reinforcement Learning Agents using Tensorflow.

deeprl-grounding icon deeprl-grounding

Train an RL agent to execute natural language instructions in 3D Environment (PyTorch)

deepsea icon deepsea

Similarity Ensemble Approach with deep learning substance fingerprints

deepsentinel icon deepsentinel

Deep learning pretrained model on satellite imagery (Sentinel-2)

deepst icon deepst

Deep Learning for Spatio-Temporal Data

deepstock icon deepstock

Technical experimentations to beat the stock market using deep learning :chart_with_upwards_trend:

deepvariant icon deepvariant

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

deepvs icon deepvs

Boosting Docking-Based Virtual Screening with Deep Learning

deepweather icon deepweather

Convolutional Neural Networks for Weather Forecasting

deepy icon deepy

Highly extensible deep learning framework

depechemood icon depechemood

a high-precision lexicon of roughly 37 thousand terms annotated with emotion scores

detect-track icon detect-track

Code release for "Detect to Track and Track to Detect", ICCV 2017

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