miladshiraniUCB

All_in_All_DS

Study group notebooks and resources from the 022221FT online data science cohort.

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Apache-Spark-Tutorials

This repo contains my learnings and practice notebooks on Spark using PySpark (Python Language API on Spark). All the notebooks in the repo can be used as template code for most of the ML algorithms and can be built upon it for more complex problems.

Audio-Classification

AudioSignalProcessingForML

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

Emotion-Detection-in-Speech

Fake-Real-News-Classification

Heart-Disease-Prediction

Final Project for Phase 3, data from Kaggle.

King-County-Property-Prices-Prediction

Potential-Movie-Studios-Director-Genre-Recommendations-

miladshiraniUCB/Emotion-Detection-in-Speech

miladshiraniUCB/Fake-Real-News-Classification

miladshiraniUCB/Heart-Disease-Prediction

Final Project for Phase 3, data from Kaggle.

miladshiraniUCB/King-County-Property-Prices-Prediction

miladshiraniUCB/Potential-Movie-Studios-Director-Genre-Recommendations-

miladshiraniUCB/Bayesian-optimization-Book

Source Code for 'Bayesian Optimization' by Peng Liu

miladshiraniUCB/BayesianModelSelection

miladshiraniUCB/Berkeley-Speech-Group-signal_processing_review_ee225d

EE225D Signal Processing Lab

miladshiraniUCB/Classification-of-Heart-Sound-Signal-Using-Multiple-Features-

Data plus code fo Classification of Heart Sound Signal Using Multiple Features

miladshiraniUCB/Coursera-Andrew-NG-Notes

This is Andrew NG Coursera Handwritten Notes.

miladshiraniUCB/Coursera-tensorflow-1-public

miladshiraniUCB/Coursera-UIUC_Deep_Learning_Healthcare_Specialization

Deep Learning for Healthcare Specialization by Prof. Jimeng Sun

miladshiraniUCB/deepxde

A library for scientific machine learning and physics-informed learning

miladshiraniUCB/DL-in-Mechanics-lammps

Public development project of the LAMMPS MD software package

miladshiraniUCB/dsc-dash-deployment

miladshiraniUCB/dsc-mac-m1-conda-installation

miladshiraniUCB/DSNYC080822

Fun times with you peoples

miladshiraniUCB/FEinCS-Some-Problems

All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

miladshiraniUCB/Keras-GAN

Keras implementations of Generative Adversarial Networks.

miladshiraniUCB/ODE-basic-pinn

Basic implementation of physics-informed neural networks for solving differential equations

miladshiraniUCB/PetGPT

Train your own PetGPT at home!

miladshiraniUCB/PINN-Shell-PhysicsInformedShellStructures

Code for 'Physics-Informed Neural Networks for Shell Structures'

miladshiraniUCB/PINN_with_TensorFlow_2

implements PINN in TensorFlow 2.

miladshiraniUCB/PySpark-Udemy-Jose-Portilla

miladshiraniUCB/PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

miladshiraniUCB/TensorFlow-Course

:satellite: Simple and ready-to-use tutorials for TensorFlow

miladshiraniUCB/TensorRT

NVIDIA® TensorRT™, an SDK for high-performance deep learning inference, includes a deep learning inference optimizer and runtime that delivers low latency and high throughput for inference applications.

miladshiraniUCB/udacity-deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

miladshiraniUCB/Udacity-deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

miladshiraniUCB/Udemy-PyTorch-for-Deep-Learning