Nimshi Venkat's repositories
Reducing-the-Dimensionality-of-Data-with-Neural-Networks
Implementation of G. E. Hinton and R. R. Salakhutdinov's Reducing the Dimensionality of Data with Neural Networks (Tensorflow)
Identifying-Clothing-Attributes
Pretrained VGG-16 network as feature extractor for Object Recognition (Python, Keras, Scikit-Learn)
Deep-LSTM-Text-Classifier
Text Classification with veritically stacked LSTMs and sibling loss functions using GloVe embeddings (Tensorflow)
ACM-SIGSPATIAL-Cup-2016
Applied spatial statistics to spatio-temporal big data to identify statistically significant spatial hot spots on a 4-node cluster. (Java, Hadoop Distributed File System (HDFS), Apache Spark)
Text-Independant-Speaker-Identification
Implementation of Google AI's GE2E (PyTorch)
Visual-Search
Image Similarity Search and Search Result Diversification (Python, Scikit-Learn, Flask API)
Automatic-Image-Colorization
A scalabe Image Colorization Android Application (Java, Google App Engine, Android Studio)
Dependancy-Tree-Recursive-Neural-Network-for-Factoid-Question-Answering
Question Answering even if the question has only a few words that are indicative of the answer
Amazon-Web-Services
An elastic application that can automatically scale up and down on demand and cost-effectively by using cloud resources. (PHP, Java, Bash, AWS - EC2, SQS, S3)
darkknowledge
Machine Learning by Nimshi Venkat
Data-Structures-and-Algorithms
Optimized code for various problems
deeplearning-papernotes
Summaries and notes on Deep Learning research papers
Machine-Learning
Implementation of various Machine Learning models
MFCC-music-genre-classification
A Multinomial Logistic Regression model for music genre classification with Mel-frequency cepstral coefficients
TensorFlow-Tutorials
Beginner Tutorials
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.