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Harsh Verma's Projects

opaque icon opaque

An encrypted data analytics platform

paddle icon paddle

PArallel Distributed Deep LEarning

panelcv icon panelcv

Panel CV for designers (or engineers) :)

pysparkstreaming-multinewsclassification icon pysparkstreaming-multinewsclassification

The Program trains a pyspark MLLib Pipeline model with Tokenizer, stop word remover, Labialize, TF-IDF, vectorizer and two classifiers i.e. Logistic Regression and Naïve Bayes. Then it compares result of both classifier(Logistic and Naïve Bayes) on spark streaming data for multiple news type classification.

pytorch-transformers icon pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

random_walk icon random_walk

A random walk program in java which takes 4 files and then perform random walks on them considering edge type weights, edge weights, node type probabilities

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

serving icon serving

A flexible, high-performance serving system for machine learning models

shap_fold icon shap_fold

Learning Non-Monotonic Logic Programs From Statistical Models Using High-Utility Itemset Mining

social-distancing-analyser-covid-19 icon social-distancing-analyser-covid-19

A social distancing analyzer AI tool to regulate social distancing protocol using video surveillance of CCTV cameras and drones. Social Distancing Analyser to prevent COVID19

system_design icon system_design

Preparation links and resources for system design questions

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-ml icon tensorflow-ml

Different machine learning algorithms implementation in Tensorflow

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