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1. PCA_LDA_LLE_ISOMAP PCA_LDA_LLE_ISOMAP Public

   PCA, LDA, LLE & ISOMAP analysis on hand written digits. Used Naive bayes to assess results

   Jupyter Notebook

2. DifferentClassifiers DifferentClassifiers Public

   Classify splice junctions in DNA sequence using 6 classifiers methods: k-NN, Support Vector Machine (with RBF kernel), RandomForests, simple Neural Networks (MLPs), Variation of RandomForests & Neu…

   Jupyter Notebook

3. LSTM-SALES-PREDICTION LSTM-SALES-PREDICTION Public

   (Time Series) Forecasting Sales & Item Price with LSTM (python)

   Jupyter Notebook

4. DataAnalysis_Standardization_Normalization DataAnalysis_Standardization_Normalization Public

   Analysis of data and, implementation of data standardization & normalization (Min-max, Z-score, etc)

   Jupyter Notebook

5. pca_implementation pca_implementation Public

   Here you can find how PCA analysis is done for data that is linear, and how to make a decision regarding how many components should be used for further analysis. Implementation done using scikit an…

   Jupyter Notebook

6. NLP-Tasks-on-Amazon-Corpus-and-Reddit-Dataset NLP-Tasks-on-Amazon-Corpus-and-Reddit-Dataset Public

   Implementation of NLP techniques on various data sets (Amazon Corpus, Reddit Dataset)

   Jupyter Notebook