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algorithms

awesome-incremental-learning

Awesome Incremental Learning

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

computer-vision-cs4476

This is the repo for the homework I have done for the CS4476 class in summer 2019.

cx4240

CX 4240 PROJECT

data-augmentation-for-wearable-sensor-data

A sample code of data augmentation methods for wearable sensor data (time-series data)

ddpg-mountaincarcontinuous-v0

Solving the OpenAI Gym (MountainCarContinuous-v0) with DDPG

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep-rl-keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

deep_reinforcement_learning

This repository contains my implementation of several classic Deep Reinforcement Learning algorithms to solve OpenAI Gym environments.

deepconvlstm

Deep learning framework for wearable activity recognition based on convolutional and LSTM recurretn layers

enas-keras

Keras implementation of Efficient Neural Architecture Search

fixmatch

A simple method to perform semi-supervised learning with limited data.

fixmatch-pytorch

90%+ with 40 labels. please see the readme for details.

game_and_ai

Writing games and agents interacting with environments as a free-time hobby

howtosim_script

This site collects codes shown in HowtoSim Channel in Youtube

imdbsentimentanalysis

Keras for IMDb sentiment analysis

machinelearningalgorithms

Python implementations of Machine Learning Algorithms. Most of the projects here is from my class CX4240

markdownpp

A C++ Markdown solution.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

online-chess-game

Chess game created on the 24 hour livestream

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pgmpy-tutorial

A pgmpy tutorial focus on Bayesian Model

pix2pix_tensorflow_keras

plotneuralnet

Latex code for making neural networks diagrams

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

signalintegrity

Python tools for signal integrity applications

sketch_rnn_keras

Keras implementation of Sketch RNN

tensorflow-object-detection-api-tutorial-train-multiple-objects-windows-10

How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows