ᴸᵘᶜʳᵉᶜᵉ ˢʰⁱⁿ's repositories
Movie-Review-Sentiment-Analysis-LSTM-Pytorch
Classifying movie reviews as positive or negative using Word2Vec Embeddings & LSTM network
SkipGram_with_NegativeSampling_Pytorch
Implementation of Word2Vec: Skip Grams with Negative Sampling method in Pytorch to generate context words from vocabulary given a single input word
VisionTransformer-PyTorch
ViT fine-tuning and iterative erasing prediction algorithm using self-attention weights in PyTorch
Bahdanau-Attention-in-Pytorch
Simple Concatenative Atttention implemented in Pytorch
CycleGAN-in-Pytorch
Implementation of CycleGAN using PyTorch, for transforming horse images into zebra images
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 data
Crop-White-Background-from-Images
Simple algorithm to crop the white background from an image that contains a single object
DQN-for-Lunar-Lander
DQN in Pytorch for training OpenAI's Lunar Lander
FeatureMapVisualizer
(PyPi package) Decoding Black Box of CNNs Using Feature Map Visualizations
Kaggle-Cuisine-Prediction-Scala
Predicting cuisine type of a dish, given its list of ingredients (Kaggle dataset)
ML-Papers-Keypoints
Summaries of important machine learning papers throughout history
Sentence-Segmentation-w-Seq2Seq
when inputted a body of text, segments it into a meaningful units to be inserted in to a TTS model
BERT-Disaster-Tweet-Classification
(Kaggle Competition) Predict which tweets are about real disasters and which are not- 84.002% Accuracy
Dog-Breed-Detection
Using transfer learning, (i) given a dog image, predicts the breed of the dog & (ii) given a human face image, predicts the most resembling dog breed of the face
Fraud-Detection-using-Gaussian-Mixtures
Can we effectively detect fraudulent credit card transactions using Gaussian Mixture Model?
Gridworld--Random-Policy-Evaluation-and-Value-Iteration
Evaluation of Random Policy (equal probability of moving up, down, right, left) in a gridworld - State & Action Values computed (Solution to Excercise 4.1 in Reinforcement Learning: An Introduction by Sutton and Barto)
magenta
Magenta: Music and Art Generation with Machine Intelligence
PCA-of-Daily-Covid19-data-Jan-Oct2020
Principal Component Analysis on daily covid-19 data of 189 countries from January to October 2020
TD-Learning-for-Cliff-Walking
Q-learning, Sarsa-zero, & Expected Sarsa methods for solving OpenAI's Cliff Walking environment
U-2-Net
Modified fork of Xuebin Qin's U-2-Net Repository. Used for demonstration purposes.
udacity-deep-reinforcement-learning
My solutions to the projects (and mini-projects) of the Deep Reinforcement Learning Nanodegree by Udacity
Webcam-Person-Blocker-LIVE-using-Detectron2
Block out persons LIVE (like Black Mirror's White Christmas episode) using laptop's webcam and google colab