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Prakhar Pradhan's Projects

clearml icon clearml

ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management

deepspeech icon deepspeech

DeepSpeech is an open source speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

eyeframe_recommendar icon eyeframe_recommendar

Image Based Recommendation where user uploads an image and get recommendation of 10 similar images

fastapi icon fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

ivy icon ivy

The Unified Machine Learning Framework

streamlit icon streamlit

Streamlit — The fastest way to build data apps in Python

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

trade-analysis icon trade-analysis

Analysing the International Trade using Extended Gravity Model, Neural Networks and Random Forest. We set to Analyse tradeflow patterns using both Intuitive and Extended Gravity Model. Further Implemented other Gravity Model Estimators like Pseudo Maximum Likelihood Estimator (PPML) And GPML. Implementation of Neural Network and Random Forest on Data from 1948-2019 containing 18 Countries and Comparison of predictive powers using R2. The Results Signify that Random Forest is better than Neural Network, Fixed Estimation, PPML and OLS. Analysing Trade Pattern between India and USA between 2014-2019 estimated using Random Forest ending the Study by suggesting the Future Research Areas,

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