saikchaitanya Goto Github PK
Name: Saikrishna Chaitanya
Type: User
Bio: Masters student of Data Science and Electrical Engineering at USC. Studying Quantum Theory as a hobby. Cricket and Soccer fan.
Location: Los Angeles, CA
Name: Saikrishna Chaitanya
Type: User
Bio: Masters student of Data Science and Electrical Engineering at USC. Studying Quantum Theory as a hobby. Cricket and Soccer fan.
Location: Los Angeles, CA
Automatic architecture search and hyperparameter optimization for PyTorch
AutoML framework balancing performance and complexity
Insights into BERT’s ability to recognize the sentiment of movie review snippets using transfer learning
The goal is to estimate the likelihood of “wins” in tennis matches of the men’s ATP tour. A win happens when a higher-ranked player wins the match against a lower-ranked player. I selected a range of 2 years. The Grand Slam tournaments generally adopt the concept of Best of 5, while the other tournaments 4 follow the Best of 3. I selected the three classifiers as Logistic Regression, Decision Trees and Random Forest to make the predictions on both structures. Plotting the ROC curves along with win probability gives us a fair idea for predicting.
Different projects which use deep learning
• Develop a pattern recognition that operates on real-world data and classifies the data accurately • Implemented data preprocessing techniques like normalization, one hot encoding and adjusted for class imbalance, along with feature extraction and dimensionality reduction • Compared different classifiers(accuracies) like Logistic Regression, SVC, Gaussian Naïve Bayes and K means using F1 score and user-defined cost
Super Resolution using Gans
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.