Piyush Mishra's repositories
Music-Generator
Generates music by learning from midi files. Training is done using Restricted Boltzmann Machines in TensorFlow
Language-Evolution
https://piyushmishra12.github.io/Language-Evolution/
WSN-Structure-Optimisation
Optimising the structure of a completely heterogenous wireless sensor network using GA and Jaya Algorithm.
Middle-English-Language-Model
A Middle English language model based on The Canterbury Tales by Chaucer made completely in numpy
Virtual-Self-Driving-Car
A virtual car learns to drive while simultaneously avoiding obstacles.
Fake-News-Detector
Real versus fake news
Covid-19-Language-Model
A language model based on the available literature for the ongoing Covid-19 pandemic.
action_recognition
Solving UCF-101 with fastai2
algorithms-in-cpp
cpp codes for algorithms performed in the lab
Context-Generation
Context generation using skip-gram and negative sampling.
influenza_transformer
PyTorch implementation of Transformer model used in "Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case"
moving_mnist
testing for moving mnist data (nbdev and stable diffusion)
MT3
Code for the paper "Next Generation Multitarget Trackers: Random Finite Set Methods vs Transformer-based Deep Learning" (https://arxiv.org/abs/2104.00734).
MT3v2
Repository for the code of the tracker described in https://arxiv.org/abs/2202.07909
Multivariate-time-series-forecasting-keras
This project provides implementations with Keras/Tensorflow of some deep learning algorithms for Multivariate Time Series Forecasting: Transformers, Recurrent neural networks (LSTM and GRU), Convolutional neural networks, Multi-layer perceptron
piyushmishra12.github.io
Technical Portfolio
Programming-and-Algorithm-TP
Lab assignments for each practical class of Programming and Algorithm for Piyush Mishra
PyBioMed
machine learning, molecular descriptor