Vishal Sharma's Projects
A curated list of modern Generative Artificial Intelligence projects and services
Battery modeling from Manufacturer's data and genetic algorithm.
Python package for predicting lithium-ion battery degradation using few cycles of usage.
Very simple battery cost estimation. includes cell manufacturing cost and battery cost
Battery ECM
A python package for simulating Lithium-ion battery performance. Equivalent circuit, Single-Particle, and full Pseudo-2D models are available.
Charging time calculation based on charger and vehicle battery pack configuration
Resources for covid-19 virus
Code for Nature energy manuscript
Deep Learning Specialization by Andrew Ng on Coursera.
Udacity's Deep Learning Nano Foundation program.
Repo for the Deep Reinforcement Learning Nanodegree program
š A list of useful learning resources for Data Science š
Electrochemical lithium-ion battery model of reduced-order to predict unmeasurable cell states for fast charging control in real time. Methods for parameterization of the model based on half and full cell measurements are provided.
An implementation of Generative Adversarial Network in PyTorch, including a webcrawler that fetches aircraft images
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
first experiment with image classification using CNN and deep learning
A framework for multi-agent reinforcement learning.
Jupyter Notebooks and Data Sets for Pandas Library
physics-guided neural networks (phygnn)
New repository for practise
project euler problems solved
SharpSVN based PowerShell Code for automated repository installation, updation and self-updation
PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
Next generation of automated data exploratory analysis and visualization platform.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent