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activelearning

audio

classification

computer-vision

A collection of CV implementations using Pytorch 0.4 and OpenCV (Some codes are a bit outdated and are being updated)

computervision_tf

cyclegan-tensorflow

Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf

deeprl

dqn-bananaenvironment-unitymlplatform

An Implementation of DQN algorithm that solves Banana Collector Environment

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

facial_keypoints_detection

Pytorch implementation of Facial Keypoints Detection Kaggle Competition

foodrecipe

gans

Generative Adversarial network in Pytorch

hello-world

image_captioning

CNN to RNN image captioning using COCO dataset

imagegpt

ImageGPT for conditional image generation

jenkins-101

keras

linearregression_

maddpg-tennis-unitymlplatform

Implementation of MADDPG algorithm that helps multiple agents cooporate to solve the tennis environment from UnityML Platform.

ml

Mixture of ML Implementations (Computer Vision, NLP ) (Pytorch 1.0)

multimodaldocument

name_classification

Name Classification using LSTM with Pytorch

ner

ner-re-with-transformers-odsc2022

Building NER and RE components using HuggingFace Transformers

nlp

NLP Algorithms written with Pytorch 1.0

nlp_tf2

openai-carracing-v0

opencv

phasicppo

phasicPPO

pix2pix_carmask

Using Pix2Pix for Image masking