Pinned Repositories
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
acm-dec-2020-nlp
Natural Language Processing using PyTorch
Advanced-Natural-Language-Processing-with-TensorFlow-2
Advanced Natural Language Processing with TensorFlow 2, published by Packt
ai-as-a-service
Code for the book "AI as a Service" from Manning Publications
alphafold
Open source code for AlphaFold.
my-movie-recommender
Personal movie recommender system and a research sandbox
pydata-london-2019
Tutorials and talks held from PyData London 2019
PyData_LA_2018
Added repo for PyData LA 2018 tutorial
turbulence-modeling-PIML
Data-driven Reynolds stress modeling with physics-informed machine learning
Unsupervised-Text-Clustering
phoitack's Repositories
phoitack/AoC-2021-Solutions
My solutions to Advent of Code 2021!
phoitack/azure-data-engineering
phoitack/BO_GP
Bayesian optimization based on Gaussian processes
phoitack/bolt12-prism
CLN plugin for lightning prisms using BOLT 12
phoitack/Bookshop-Management-System-CPP-Project
Requires MySQL as Database
phoitack/Computational-Finance-Course
Here you will find materials for the course of Computational Finance
phoitack/CS5242_2021
Neural Networks and Deep Learning, NUS CS5242, 2021
phoitack/Datacamp-R-Tutorial
phoitack/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
phoitack/FinancialEngineering_IR_xVA
phoitack/Graph-Machine-Learning
Graph Machine Learning, published by Packt
phoitack/graphql-modules
Enterprise Grade Tooling For Your GraphQL Server
phoitack/jax-cfd
Computational Fluid Dynamics in JAX
phoitack/LeetCode
phoitack/LQR_python
phoitack/machine-learning-and-simulation
All the handwritten notes and source code files used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
phoitack/ML-YouTube-Courses
A repository to index and organize the latest machine learning courses found on YouTube.
phoitack/mosec
A high-performance serving framework for ML models, offers dynamic batching and multi-stage pipeline to fully exploit your compute machine
phoitack/msds621
Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning
phoitack/physics-nn
phoitack/piDMD
MATLAB codes for physics-informed dynamic mode decomposition (piDMD)
phoitack/polarization
If you are a computer scientist or a physicist aspiring to become a quantum computing scientist, this list is for you. The topics include: Quantum mechanics Quantum information processing Quantum computing Quantum information theory
phoitack/programmingbitcoin
Repository for the book
phoitack/pytorchTutorial
PyTorch Tutorials from my YouTube channel
phoitack/Quantum-networking-papers
Library of Interesting papers related to various quantum effects and technologies, that I have read lately.
phoitack/reinforcement-learning-tutorials
Reinforcement Learning algorithms (Python Tutorial)
phoitack/sciml
Scientific Machine Learning Tutorials
phoitack/solana-program-library
A collection of Solana-maintained on-chain programs
phoitack/Stock-Price-Predictor
This is small end-to-end project which uses AutoReg ML Model to predict the future stock closing price. The web app built using Streamlit and data from yfinance library.
phoitack/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.