Himanshu Kumar's repositories
RAG-Langchain-NYUINFO
This is a question and answer (Q&A) application based on Langchain and Chroma DB, designed to provide answers to questions related to the NYU website.
hk3427
GitHub Repository Description
RAG-KnowledgeLLM-LlamaIndex-BOT
LLM Chatbot with Retrieval Augmented Generation using Llamaindex. It works both in online and offline mode.
EV-Fleet-Management-System
Electric Vehicle Fleet management system is designed to capture all the important data that might be useful for an automobile center for smooth day to day operation. For example, an automobile needs to keep track of records of the items that need to be traded for both buying and selling.
AWS-Email-Spam-Detection
Implement a machine learning model to predict whether a message is spam or not. Furthermore, you will create a system that upon receipt of an email message, it will automatically flag it as spam or not, based on the prediction obtained from the machine learning model.
Bike-Sharing-Demand-Prediction
Predict the number of bike rentals at any hour of the year given the weather conditions.
Deep-Traffic
MIT S094: Deep Learning for Self-Driving Cars
Deep-RL-Quadcopter-Controller
Teach a Quadcopter How to Fly!
AWS-Dining-Concierge-Chatbot
Dining Concierge Chatbot that sends you restaurant suggestions based on a set of preferences that you provide the chatbot with through conversation (AWS).
email-spam-detection-aws
A spam detection system built on AWS cloud, that upon receipt of an email message, automatically flags it as spam or not. This is based on the prediction obtained from the machine learning model created using Amazon SageMaker. The definition and provision of the resources on AWS cloud is done through the AWS Cloudformation template
Taxi-v1---OpenAI-Gym
This task was introduced in [Dietterich2000] to illustrate some issues in hierarchical reinforcement learning. There are 4 locations (labeled by different letters) and your job is to pick up the passenger at one location and drop him off in another. You receive +20 points for a successful dropoff, and lose 1 point for every timestep it takes. There is also a 10 point penalty for illegal pick-up and drop-off actions.
Face-Generation-GANs
Use a DCGAN on the CelebA dataset to generate images of novel and realistic human faces.
DNLD-tv-script-generation
Train a recurrent neural network on scripts from The Simpson's (copyright Fox) to generate new scripts.
dl-nbs-tensorflow
Deep Neural Networks with Tensorflow (CNNs,RNNs)
DNLD_Dog-Breed-Classifier
A convolutional neural network trained to classify dog breeds.
dl-nbs-keras
Keras Notebook Implementations
CapsNet
CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art
web-monitoring-processing
Data processing, PageFreezer integration, and (eventually) diff filtering and processing
mnist-keras
MNIST dataset Keras Implementation
dogsvsCats-keras-tensorflow-dl
Dog Vs Cats Classification using VGG16
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera