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Movie-Review-Sentiment-Analysis-LSTM-Pytorch
Classifying movie reviews as positive or negative using Word2Vec Embeddings & LSTM networkSkipGram_with_NegativeSampling_Pytorch
Implementation of Word2Vec: Skip Grams with Negative Sampling method in Pytorch to generate context words from vocabulary given a single input wordVisionTransformer-PyTorch
ViT fine-tuning and iterative erasing prediction algorithm using self-attention weights in PyTorchWaveGAN-Speech-Synthesis
Implementation of WaveGAN using PyTorch to generate artificially-made human voices uttering digits "0" to "9".Bahdanau-Attention-in-Pytorch
Simple Concatenative Atttention implemented in PytorchMachine-Translation-Seq2Seq-Keras
machine translation from English to French senteces of small vocabulary size (200~300 words) using encoder-decoder seq2seq model in KerasOpenAI-Monte-Carlo-Control-for-Blackjack
Implementation of constant-alpha Monte Carlo Control Method to construct an optimal policy for playing the game of BlackjackPart-of-Speech-Tagging-with-HMM
Automatic Part-of-Speech Tagging (labelling words as noun, verb, adjective, etc.) using Hidden Markov Model, trained on Brown CorpusCycleGAN-in-Pytorch
Implementation of CycleGAN using PyTorch, for transforming horse images into zebra imagesFacial-Keypoints-Detector
Facial Keypoints Detection + Applying Snapchat-like Filter with CNN in Pytorch & CV2Face-Generation-with-DCGAN-in-Pytorch
Face Generation in Pytorch using DCGAN with a discriminator and a generator composed of CNN blocksTopic-Modelling-using-LDA
Using Latent Drichlet Allocation (LDA) to predict underlying topics in a corpus of new headlines. Pre-processing of raw headline texts are performed beforehand.Transfer-Learning-with-ResNet50
English-Text-Normalization-for-TTS
FeatureMapVisualizer
(PyPi package) Decoding Black Box of CNNs Using Feature Map VisualizationsML-Papers-Keypoints
Summaries of important machine learning papers throughout historyAutomatic-Speech-Recognition
Automatic Speech Recognition in Keras, done as a project for Udacity's NLP nanodegreeNeural-Style-Transfer
Pytorch Implementation of Style Transfer using Deep Convolutional NetworkDQN-for-Lunar-Lander
DQN in Pytorch for training OpenAI's Lunar LanderSentence-Segmentation-w-Seq2Seq
when inputted a body of text, segments it into a meaningful units to be inserted in to a TTS modelCrop-White-Background-from-Images
Simple algorithm to crop the white background from an image that contains a single object7-Different-Shaders-Using-GLSL
A shader is program that decides the colour of each pixel rendered for an object. I implemented 7 different shaders in OpenGL Shading Language (GLSL). Each shader used vertex shader and fragment shader that incorporated ambient, diffuse, and specular lighting.Adversarial-Discriminative-Domain-Adaptation-in-PyTorch
Google Colab notebook containing step-by-step instructions to train Adversarial Discriminative Domain Adaptation (ADDA) framework using multi-label dataLove Open Source and this site? Check out how you can help us