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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 objectKaggle-Cuisine-Prediction-Scala
Predicting cuisine type of a dish, given its list of ingredients (Kaggle dataset)7-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.Love Open Source and this site? Check out how you can help us