<commit_before># mlhub
Repository containing various tidbits of code related to machine learning / AI / Computer Vision/ Neural Networks

Things Implemented as of now:



| Project Name        | Language used|
 ------------- |:-------------:| 
| Linear Regression in Python using Theano     | Python | 
| Collaborative Filtering in C++ using mlpack      | C++      |  
| 3 Layer Feedforward Neural net in C++ using Armadillo | C++      |
| Simple Game bot using OpenAI's Gym and Universe | Python      |    
| Email Classification using command line utility of mlpack | Bash     |    
| Water the Flower Learning using Neuroevolution | Javascript     |    
| Using Deep net to classify the classic MNIST dataset. | Python      |    
| Deep Sentiment Analysis on IMDb dataset using TFLearn | Python      |    
    <commit_msg>Changed Readme<commit_after># mlhub
Repository containing various tidbits of code related to machine learning / AI / Computer Vision/ Neural Networks

Things Implemented as of now:



| Project Name        | Language used|
 ------------- |:-------------:| 
| Linear Regression in Python using Theano     | Python | 
| Collaborative Filtering in C++ using mlpack      | C++      |  
| 3 Layer Feedforward Neural net in C++ using Armadillo | C++      |
| Simple Game bot using OpenAI's Gym and Universe | Python      |    
| Email Classification using command line utility of mlpack | Bash     |    
| Water the Flower Learning using Neuroevolution | Javascript     |    
| Using Deep net to classify the classic MNIST dataset. | Python      |    
| Deep Sentiment Analysis on IMDb dataset using TFLearn | Python      |    
    

Things to Implement in future:

| Project Name        | Language used|
 ------------- |:-------------:| 
|MNIST using Julia     | Julia | 
|Neural Image Caption Generator     | Python |
|Parameter tuning of deep nets using H2O      | R |  
|Recognising Digits and Numbers in natural scence Images     | Python |
|Recurrent Neural net using Theano     | Python |  


{'fraction_non_alphanumeric': 0.09861248761149653, 'fraction_numerical': 0.0014866204162537165, 'mean_word_length': 2.398989898989899, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 1, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '4275296', 'n_tokens_mistral': 550, 'n_tokens_neox': 499, 'n_words': 230}