Surya Kant Sahu

Time2Vec-PyTorch. Reproducing the paper: "Time2Vec: Learning a Vector Representation of Time" - https://arxiv.org/pdf/1907.05321.pdf

Date2Vec. Pretrained embeddings for Date-time.

SmoothedGradientDescentAscent. An Implementation of Smoothed Gradient Descent-Ascent (NeurIPS 2020) and a variant of the algorithm.

AttentionEntropy. Applying Principle of Least Action to Transformers to make them data efficient

StyleTransfer. Neural Style transfer using a small autoencoder

Emotion_detection. Detection emotions with multimodal inputs (Audio-Video) using Mixture of Experts of ResNet Features + CNN (Video) and LSTM (Audio)

Drug-Protein-Interaction-ML. This Repo contains 1D Convolution Based Model for Drug-Protein Interaction Prediction problem.

NotChess. Chess but with a Twist.

PyRFF. Random Feature Extraction with Numpy

Internet-ads-Classification. Cleaning, training and testing classifier on UCI Machine Learning Dataset - Internet Ads

WordGuesser. Guessing the word given an incomplete word and its description

Landscape_ProGAN. Learning to generate landscape paintings / photographs using ProGAN, with Image crawler python script

MyMusicTransformer. RLHF + MusicTransformer = Generate the music YOU love

LearningInitializations. An attempt at making a model learn how to initialize other models to reduce training time/error.

DL3-Deep-Network. Building an image classifier on animal images using Keras and pretrained CNN GoogleInceptionV3 on ImageNet dataset in an online competition.

ojus1.github.io. Nothing much to add here, just go to https://ojus1.github.io