Jaiyesh Chahar's Projects
First Repository
Models of Oil and Gas Industry in Python
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
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.
Assignments for Masters ML DL course of iNeuron.ai
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Deep Learning for humans
šļø LabelImg is a graphical image annotation tool and label object bounding boxes in images
Oxford Deep NLP 2017 course
MACHINE LEARNING MODELS
Source Code for 'Machine Learning in the Oil and Gas Industry' by Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, and Luigi Saputelli
A booklet on machine learning systems design with exercises: https://huyenchip.com/machine-learning-systems-design/toc.html
š§® A collection of resources to learn mathematics for machine learning
oneNeuron Perceptron
oneNeuron_pypi
API for Permeability calculation
Deployment of a Streamlit App
Notebooks used for Course: "Petroleum Data Analytics and Machine Learning' by Petroleum From Scratch"
January 2024
Streamlit app course
A differentiable PDE solving framework for machine learning
Investigating PINNs
Pressure Profile App using Streamlit
Repo for Pierian Data course on Udemey
Python Data Science Handbook: full text in Jupyter Notebooks