tgh499 Goto Github PK

1d_convolution_isolet

experiments on the UCI Isolet dataset

ai_powered_word_game

AI agent that creates a word chain based on conditions. User only enters the start and end word, the agent does the rest.

deeplearning_mnist

demoappt

feature_embedding

human_activity_recognition_smartphonedata_convnet

Used smartphone data to identify specific human activities. We applied our method "feature embedding", and saw surprising improvement in performance.

indstudy_deep_learning_report

intelligent_spelling_correction

A step beyond traditional spelling correction. Engineered with NLP techniques to collect data from context, and choose corrected word smartly.

ios_development

Projects from a Stanford course I am self-learning

isolet_1d_convolution_updated

isolet_k_means_entropy

mnist_tsne

racial_bias_twitter

randomforest_permuted_mnist

randomizedalgo_report

reddit_scraping

sentence_segmentation

classWork

sentiment_analysis_w_twitter_data

Sentiment Analysis using 1.6 million tweets. Model developed from scratch. Slight deviation from standard approaches. Email for more details.

spotify_exploratory_analysis

Started exploratory analysis on the Spotify dataset. The dataset was collected from Kaggle.

start_here_start_here

student_records_processing

svm_pure_mnist

teaching

notes from courses I am teaching

testwindows

transform_newsdata_to_images

Transformed raw text data into images with the help of Stanford developed GloVe word embeddings. Used with a custom designed ConvNet, in 1D.

upfal_project

website_pipeline