Build Python Classifier and NLP Extraction

$30-250 USD

In Progress

Posted

about 5 years ago

$30-250 USD

Paid on delivery

Purpose: Use LexNLP ([login to view URL]) and its word2vec models to train a classifier capable of classifying clauses among broad types. For this specific example, we will be training it to identify so-called "Force Majuere" clauses. Samples of the use of LexNLP are located here - [login to view URL] Sample documents to use are located at [login to view URL] The deliverables shall include the following: 1. Instructions on how to train a classifier (including examples of how it was used to train for the force majuere clause) that could be reused for other clauses. 2. Set of python scripts used in the classifying as well as an example where, fed in a sample agreement as a command line argument, displays (as output) the name of the document, whether a clause is found, and the text of the clause. For example: [login to view URL] [login to view URL] outputs: [login to view URL], y, "Neither party shall be in default if failure to perform any obligation hereunder is caused by supervening conditions beyond that party's control, including acts of God, civil commotion, strikes, labor disputes, and governmental demands or requirements." In your bid please indicate if you will need more documents to train and how many. Samples of Force Majuere Clauses (including the document they are located in at [login to view URL]). 1029786_2005-08-04_FORM OF SOFTWARE LICENSE [login to view URL] FORCE MAJUERE Either party shall be excused from failures or delays in delivery or performance hereunder if such failure or delay is attributable to causes beyond the reasonable control of the party, which makes such performance or delivery commercially impractical. In the event of any such delay, the time of delivery or performance and time of payment shall be extended for a period of time equal to the time lost by reason of such delay (unless otherwise specified in writing between the parties hereto). 1013687_1998-05-08_SOFTWARE LICENSE & DEVELOPMENT [login to view URL] 8.8 Force Majeure. Neither party shall be in default if failure to perform any obligation hereunder is caused solely by supervening conditions beyond that party's control, including acts of God, civil commotion, strikes, labor disputes, and governmental demands or requirements. 1029744_2002-05-15_SOFTWARE [login to view URL] 15.13 Force Majeure. Neither party shall be responsible for any failure to perform due to unforeseen, non-commercial circumstances beyond its reasonable control, including but not limited to acts of God, war, riot, embargo, acts of civil or military authorities, fire, flood, earthquake, accident, strike, or shortage of fuel or energy. In the event of any such delay, any applicable period of time for action by said party may be deferred for a period equal to the time of such delay.

Data Mining

Machine Learning (ML)

Python

Software Architecture

Project ID: 18610920

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Remote project

Active 5 yrs ago

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@nitinbhardwaj01

I am [login to view URL] from IIT Delhi. I have worked on Predictive Analytics,data mining, Object Detection and Object Recognition problems like counting the different number of vehicle type like cars , scooters, buses etc. I am also a freelance chatbot developer and have developed the following bots- 1) [login to view URL] ( NLP, AI based) 2) [login to view URL] Some of the skills I possess are - 1) Python, NLTK- NLU, NLP, NLG, Information extraction 2) Microsoft Azure, LUIS, Amazon Lex, Dialogflow ( [login to view URL]) 3) Machine Learning - Deep Learning, Sentiment Analysis , RNN, Naive Bayes, Random Forest , GBM, Neural Net 4) Chatbot integrations for Skype, Skype for business, Skype, Facebook 5) Backend - AWS

$352 USD in 3 days

5.0

(11 reviews)

4.4

8 freelancers are bidding on average $324 USD for this job

@shivampanchal

I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/django. My area of expertise is building financial models (Stock Markets) , Image Processing and building models for food, healthcare and telecom sector, Classification/Prediction/Clustering, NLP and Chatbots. Specifically, I have worked for long on machine learning and Deep learning including computer Vision and natural language processing and model building for the same. I understand the project requirement and will deliver the desired product within the time specified. I would like to hear from you. Thanks Shivam

$500 USD in 3 days

4.7

(81 reviews)

6.9

@schoudhary1553

Hello Sir, I am expert who understands the value of time. I pride myself in my attention to detail. I am very hard working and aim to deliver in less time than quoted. I want to make you, my employer happy without changing my bid or playing games. If you are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly and at my FIRST BID. I promise to deliver 100% Satisfaction.I have more than 5 year of experience in Data Mining, Machine Learning, Python, Software Architecture. Please ping me for more discussion.

$500 USD in 3 days

4.9

(62 reviews)

6.3

@aifisolutions

We specialize and have 20 years of experience in Desktop/Web/Mobile application development. We provide our expert service in the following areas: • Artificial Intelligence • Automation Solutions • Data Science • Machine Learning • Software development Technologies/Languages: Python, C#, PHP, Mongodb, Mysql, Oracle, MS Sql, Aws, Azure etc. We possess proficient in-house team working for us ( Full-Time) having expertise in python, Django , Data mining and web development.

$200 USD in 4 days

4.9

(2 reviews)

4.6

@vaibhav81090

You want this for PoC only OR at production grade ? It is information/entity retrieval using unstructured text. What is targeted accuracy here? 1) Named entity recognition of Email data 2) Resume parser using 11,000 resumes dataset 3) I have successfully show-cased demo in Vision Alliance 2018 4) Developed Fruit Counting Model based on YOLO architecture with Convolution Neural Network on customer FPGA platform 5) Developed Convolution neural network Compiler in python for Embedded platform in python 6) Automatic ID Verification using Face Reco & OCR for recruitment firm 7) Extensive experiance in tensorflow ,caffe & scikit-learn, ONNX 8) Total number of experience : 6 (Out of which 3 years in Deep learning ) 9) Skills : Python , C, C++ , Deep Learning, CNN, LSTM/GRU,Random Forest,AdaBoost 10) Human counting for small scale store I Offer: Data Cleaning And Preprocessing Data Preprocessing (Cleaning data, Missing value imputation, Feature Scaling etc) Expert in Object Detection & Convolution Neural Network Exploring and plotting the data to better understand it and also checking the skew of data and if the data needs to be transformed or not. Machine Learning/Deep Learning Algorithms ( Supervised, Unsupervised and Clustering) Let me know if you want to know about my other projects done as a part of industry experience. Looking forward to work with you Regards, Vaibhav

$111 USD in 6 days