asafgazit Goto Github PK

followers: 1.0 following: 1.0 repos: 7.0 gists: 0.0

Type: User

asafgazit's Projects

bi-dashboards

The following details a dashboard system that derives its' data from a point of sale (POS) system. It was deployed in Python (Flask, Dash) and HTML/JS front-end.

hand-handwritten-character-recognition-cnn-bigdl-dsx-

Devanagari Handwritten Character Recognition with Convolutional Neural Network. Implemented on IBM's DSX, using Spark, OpenCV and BigDL

hdtw

Hierarchical aggregation process for Dynamic Time Warping (HDTW) which allows DTW-like processes for 2^n input signals while maintaining similar DTW process outputs

Performance comparison of a MultiLayer Perceptron (feed-forward neural net) for personality type indicator classification based on tweeter feed data,, when applying oversampling (SMOTE) and undersampling (NearMiss) techniques

ngquery

Search-term query over N-gram PySpark dataframe

reinforcement-learning-agent-plays-blackjack-q-algorithm

Applies reinforcement learning techniques to the game of Blackjack. To explore an agent’s acquisition of the optimal policy, to test convergence in a stochastic environment and to examine how attitude towards risk might change the action mapping for the best learnt policy.

sentiment-analysis

The following details the training of a NLTK classifiers for tweets sentiment analysis. The classifiers are then used to predict a second dataset, which contains the twitter timestamp, to examine if sentiment events may be derived using such classifiers.

Recommend Projects