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akshayjoshii

Special GitHub repository to demonstrate my projects, publications, and miscellaneous code contributions.

akshayjoshii.github.io

Repository contains code to develop my research portfolio website

architectural-thinking-for-ai-systems

Designing a context-aware Intelligent Assistant using Deep-Q Learning as part of ATIS courseware at Saarland University

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

covid19-tweet-sentiment-analysis-and-eda

The COVID-19 Tweets dataset hosted on Kaggle has 92,276 unique tweets related to the COVID-19 pandemic. Each tweet containes the high-frequency hashtag (#covid19) and are scrapped using Twitter API. The dataset does not contain sentiment labels corresponding to each tweet. Thus, supervised learning (ML/DL) methods cannot be used directly for training on the dataset.

darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep_self-supervised_art_style_recognition

Implementation of Auto Encoding Transformers for Art Style Recognition

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

ds-cheet-sheet

Cheat Sheet

event-driven-pedestrian-vehicle-detection

Implementation of a real-time event-driven Vehicle Detection & Counting system using OpenCV & YOLO v3 (608 x 608)

gpt-3

GPT-3: Language Models are Few-Shot Learners

graph_neural_network

Implementation of a custom Sparse Adjacency Matrix (prior) for a Graph Neural Network classifier for MNIST

learning_like_humans

Seminar on Hybrid Machine Learning

leetcode_coding_interview

Python solutions for Leet Code/GeeksforGeeks Interview Questions

machine-learning-interview

Minimum Viable Study Plan for Machine Learning Interviews from FAAG, Snapchat, LinkedIn.

message_queuing_telemetry_transport

MQTT Client application to simulate lightweight, publish-subscribe network protocol for IoT devices.

microservices-mesh

Containerized Microservice Mesh Development & Depolyment using Python, Flask, Docker & Kubernetes

named-entity-recognition-with-bidirectional-lstm

open_domain_question_answering

NLP project to implement a Deep Neural Question Answering System utilizing Knowledge Graphs and Wikipedia Corpus

pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

saarland-hlcv-assignment-3

Implementation of CNNs and finetuning pre-trained VGG-11 model on CIFAR

service-now-ai-challenge

ServiceNow AI Challenge

socket_programming

File Transfer Simulation with MD5 Hash Check

speech-recognition

Automated Speech Recognition, Manifold Learning & Agglomerative Clustering

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

statistical-nlp-information-retrieval-project

Multi-stage Informational Retrieval & Ranking System developed as part of Statistical Natural Language Processing coursework

stylegan2

StyleGAN2 - Official TensorFlow Implementation