Sumit Thokar's repositories
SumitxThokar
Config files for my GitHub profile.
Feature-Engineering
This repository contains all projects for Feature Engineering and Exploratory Data Analysis.
Learning-Loop-ML-Edition
Follow my ML journey, step by step, everyday.
Data-Analytics-and-ML-Workshop
This repository contains every Data Science, Machine Learning, Deep Learning Projects.
Dinosaur-Island-LM
This repository contains an RNN-based character-level language model for predicting Dinosaur Island characters. Explore the code to see text data processing, model building, and sequence generation with solutions for vanishing/exploding gradients using gradient clipping.
Emojify
This word embedding project adds emojis based on sentiment, creates a Keras embedding layer with pre-trained word vectors, discusses GloVe algorithm advantages and disadvantages, utilizes negative sampling for efficient word vector learning, and builds sentiment classifiers using word embeddings and LSTM.
Face-recognition
Face recognition assignment: Implement one-shot learning, triplet loss, and use a pretrained model for mapping face images into 128-dimensional encodings. Perform verification and recognition tasks.
Improvise-Jazz-Solo-with-an-LSTM-Network
This repository features an LSTM network implementation for generating unique jazz music compositions. Explore the code and outputs to witness captivating jazz music solos created through deep learning techniques.
Neural-Style-Transfer
This repository showcases my implementations for the neural style transfer algorithm for generating artistic images.
Potato-disease-classifier
This project is a potato disease classifier implemented using Convolutional Neural Networks (CNNs). The aim of this project is to create a model that can accurately identify different diseases affecting potato plants based on images of their leaves.
Transformers
This repository provides insights into Transformers, a powerful deep learning architecture for natural language processing and other tasks.
Car-Model-Prediction-using-Transfer-Learning
Car model prediction using ResNet-50: A deep learning project leveraging the power of the ResNet-50 architecture to accurately classify and identify car models from images.
Chatbot-using-Langchain
This repository contains a simple LangChain project that showcases the capabilities of LangChain, Chainlit, and Hugging Face Hub.
Exploring-Langchain
This repository is intended to be a resource while I learn LangChain.
Face-Recognition-with-Siamese-Net
This repository contains a project where I build Face Recognition model using Siamese Neural Network.
FastAPI
titbits on FastAPI
Hugging-Face
Everything I will be practicing while I am learning from Hugging Face NLP Course ( Transformers).
Image-to-Audio-Story
Listen to your Story behind the Image.
ivy
The Unified AI Framework
Language-Translator
A simple language translation webapp that leveraged the power of Hugging Face Transformers and Gradio to translate English to French.
Movie-Recommendation-System
Recommends movie based on search.
Task-01
Implementation of Linear Regression to predict house price.
U-Net
Implementation of a U-Net for a biomedical imaging segmentation task.