Discover sushant097/PyTorch-Hacks-and-Tips Open Source project

Different Self Driving Car Projects

256

Self-Driving-Car-Projects

30 Days GANs Paper Reading

Deep-Learning-Papers-Reading

Devnagari-Handwritten-Word-Recongition-with-Deep-Learning

Use Convolutional Recurrent Neural Network to recognize the Handwritten Word text image without pre segmentation into words or characters. Use CTC loss Function to train.

This contains various setup over google collab and how to use it.

Google-Collab-Tutorial

It consists of various deep learning paper implementations from scratch, including GANs, Transformers, and more with PyTorch or TensorFlow. Your feedback is highly appreciated. :)

Deep-Learning-Paper-Scratch-Implementation

This program summarize the given paragraph and summarize it. It is of two category such as summarize input text from the keyboard or summarize the text parsed by BeautifulSoup Parser.

Text-Summarizer-in-Python-v1

This project is the implementation of Andrej Karpathy implementation of chracter RNN model in Keras. This generates the Nepali poet train on Laxmi Prasad Devkota Poems.

Nepali-Poet-Generation-with-char-RNN-model

This repository has annotated research papers that I read and annotate in my spare time.

annotated_research_papers

Wave-Simulation-in-C-plus-plus

This is based on the graphics.h library which manipulates basic Wave Simulation. Here you can draw the Sine wave,Cosine Wave,Add the Signal, Generates waves etc. and many more. Please check the Graphics.h branch.

C++

Music-Generation-Char-RNN

Generating Music with Char ABC notation similar to Irish folk song with LSTM in Keras.

Programming assignments and quizzes from all courses in the Coursera [Deep Learning specialization](https://www.coursera.org/specializations/deep-learning) offered by `deeplearning.ai`

DeepLearningSpecializationCoursera

This is the Program used for Encryption and Decryption of the text in java without using any built-in function of java i.e. who is interested to understand Encryption and Decryption in java

Encrypt-and-Decrypt-

This is the Chatbot made with NLTK in python with Term Frequency-Inverse Document Frequencyn(TF-IDF) and Cosine Similarity

Chatbot-using-Python-NLTK-

This is the Web Based learning website build with Spring 5 and latest web technology specially designed for the student to learn different things in a single website. Main focus is given on live training conduct by teacher to the student and live video streaming is based on the Java websocket protocol.

MultiLearningPlatform

JavaScript

Reverse-Image-Search-

Reverse Image Search with Deep Learning and K Neighbors Algorithm.

Different Machine Learning projects covering different topics with end-to-end training and deployment with ML best practices.

Machine-Learning-Project-Collections

This includes all the codes and files related to assignment of Data Version Control and Experiment Tracking

TSAI-Assignment3-ExperimentTracking

Simple implementation of Yolov3 given in this https://pjreddie.com/media/files/papers/YOLOv3.pdf paper in TF 2 for understanding and experiment

Yolov3-Scratch-Implementation-in-Tensorflow-2

Distributed Training with PyTorch

TSAI-DistributedTraining-Assignment6

TSAI-Assignment9-ModelServing

TSAI-Assignment13-CI_CD_Pipeline

The repository contains a list of projects which I will work on while learning and implementing MLOps.

MlOps

Assignment related to TSAI ERA course

TSAI-ERAv1-Assignments

sushant097.github.io

Personal Website

HTML

TSAI-Assignment12-Sagemaker-Basics

Pytorch lightning with hydra template

PyTorchLightningTSAIAssignment

Different Langchain experiments and projects.

Langchain-Experiments

Scratch Implementation of data structures and algorithms in Python. Also Coding questions of Leetcode, HackerRank.

TSAI-MlOps-Project

Data-Structure-Algorithms-Collections-Python

PyTorch Geoffrey Hinton's Forward-Forward Algorithm implementation

pytorch-forward-forward

This consists all the related codes for BCA Advance JAVA and Network Programming with JAVA course

Codes-for-Advance-Java-And-Network-Programming-With-Java

This is the Speech recognition application that can perform function like open browser, open word, close program and many more. It is build into sphinx speech recognition

Speech-Recognnition

Repository that show how to explain the model Vision Transformer - PyTorch

TSAI-Assignment8-ModelExplanability

Real time face recognition application in java and opencv.

Obect-detection-using-opencv-in-java

This repository consists of the school of AI assignment 3 Deployment for Demos.

TSAI-Assignment4-Deployment-for-Demos

Deep learning kaggle projects

KaggleProjects

Assignment and Resources related to Machine Learning School

ml-school

Neural Style Transfer implementation of original paper

Neural-Style-Transfer-Implementation

All the materials and exercise of Free AWS bootcamp 2023

aws-bootcamp-cruddur-2023

JavaScript

Pandas-Matplotlib-Tutorial

This is the pandas, Matplotlib Tutorial in python with exercise and solution for practice to all.

All assignments related to mlops zoomcamp 2023 cohort

mlops-zoomcamp-workout

Chat application in java and JavaScript. Basically Java WebSocket as Server and JavaScript as client in web browser demonstrating a chat application in which group chat inside the session is possible

-Chat-Application-in-Java

This repository consists of different concepts related to machine learning development with AWS.

MlOps-AWS

This includes the Brain MRI scan classification and localization.

Brain-MRI-scan-Classification-and-Localization