ojus1/Drug-Protein-Interaction-ML

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Updated over 4 years ago

ojus1/Drug-Protein-Interaction-ML

ojus1

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

Time2Vec-PyTorch

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

Date2Vec

PyTorch Scripts for training and getting embeddings of Date-Time without losing much information. Pretrained Models Included.

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

PyRFF

Random Feature Extraction with Numpy

NotChess

Chess but with a Twist.

Internet-ads-Classification

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

Emotion_detection

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

LearningInitializations

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

WordGuesser

Guessing the word given an incomplete word and its description

MyMusicTransformer

RLHF + MusicTransformer = Generate the music YOU love

DL3-Deep-Network

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

Landscape_ProGAN

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