lucko515 / dataset-dimensionality-reduction-python
Here I've demonstrated how and why should we use PCA, KernelPCA, LDA and t-SNE for dimensionality reduction when we work with higher dimensional datasets.
☆19Updated 7 years ago
Alternatives and similar repositories for dataset-dimensionality-reduction-python:
Users that are interested in dataset-dimensionality-reduction-python are comparing it to the libraries listed below
- NLP tutorials I have written using TensorFlow☆12Updated 6 years ago
- Repo for Deep Learning Projects in NLP, GANs, Computer Vision☆19Updated 6 years ago
- Extracting LinkedIn comments from any post and export it to Excel file☆23Updated 6 years ago
- An example of a sentiment analysis program, used on the IMDB movie review dataset. The program uses the Keras deep learning library. Fi…☆23Updated 7 years ago
- [Tutorial] Summarizing Text with Amazon Reviews☆25Updated 7 years ago
- Using Imblearn To Tackle Imbalanced Data Sets☆37Updated 8 years ago
- Translating English sentences to Marathi using Neural Machine Translation☆37Updated 6 years ago
- A machine learning algorithm written to predict severity of insurance claim☆20Updated 8 years ago
- Hands-on examples showcasing popular NLP applications☆19Updated 5 years ago
- Real-time sentiment analysis on tweets using tweepy and kafka. Graphed using the output of a neural network and Dash/Plotly.☆14Updated 4 years ago
- Teaching material and other info associated with the Information Extraction using Topic Models tutorial at SciPy US 2018.☆19Updated 6 years ago
- Few tutorials on pandas, matplotlib and seaborn☆26Updated 8 years ago
- Kaggle top performer(Grandmaster) had a score of 0.10021. I had a self validation score of 0.10874 and a public score of 0.12516. Rossman…☆15Updated 6 years ago
- ☆21Updated 6 years ago
- Code repo for Packt course I developed, "Beginning Data Wrangling with Python"☆30Updated 4 years ago
- Small example on how you can detect multicollinearity☆13Updated 3 years ago
- Understanding of POS tags and build a POS tagger from scratch☆11Updated 6 years ago
- This is the official repo for the Heartbeat article, "The brilliant beginner's guide to model deployment: a clear and simple roadmap for …☆19Updated 6 years ago
- Winter Term Project 2018☆9Updated 6 years ago
- TensorFlow 2.0 + Keras guide by François Chollet for deep learning researchers.☆15Updated 5 years ago
- HMM Tutorial☆12Updated 6 years ago
- Notebooks to better understand text generation☆7Updated 4 years ago
- This library is a wrapper for sklearn and works with data stored using Pandas module.☆17Updated 9 years ago
- Data mining algorithms with Python☆10Updated 5 years ago
- Contains slides and hands-on tutorials for understanding and implementing Transformers in Natural Language Processing. Uses the HuggingFa…☆27Updated 4 years ago
- ☆56Updated 5 years ago
- Evaluate the performance of several state-of-the-art deep learning techniques on various text classification datasets. This project is pa…☆27Updated 3 years ago
- laxmimerit / NLP-Tutorial-8---Sentiment-Classification-using-SpaCy-for-IMDB-and-Amazon-Review-DatasetNLP Tutorial 8 - Sentiment Classification using SpaCy for IMDB and Amazon Review Dataset☆21Updated 5 years ago
- (Silver medal - 60th place - Top 3%) Repository for the "Tweet Sentiment Extraction" Kaggle competition.☆10Updated 4 years ago
- ☆20Updated 6 years ago