Implementing a Skip-gram Model

Добрый вечер! Учитывая, что весь код уже написан в [login to view URL], я вижу задачу, как собрать все вместе и исправить ошибки. Это делается быстро и просто, поэтому такая низкая ставка. Плюс, могу организовать код в функции, чтобы вы могли задавать размер векторов и размер окна. Вам это нужно для учебного проекта или в продакшн? Как вы хотите использовать код?

Experienced data scientist who has extensively worked on deep learning projects using python/ keras/ tensorflow. Have gone through the instructions and the data file & would be complete the task within 3 days. Looking forward to hearing back from you !

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I am a machine-learning practitioner with 2+ years of experience in data analysis, statistical modelling, stock forecasting, churn prediction, banking, insurance, healthcare and business development. I am an undergrad from Harcourt Butler Technological Institute, India. - Highly proficient in Python and conversant in statistical tools like R. - Experienced in building end-to-end pipelines for data manipulation, modelling, model selection and prediction - Knowledge of variety of data visualization in Tableau and R Shiny, Plotly, QlikSense. - Statistical Distributions like Binomial, Poisson, Hyper-Geometric, Normal, T, Chi-square - Knowledge of variety of machine-learning algorithms like: o Regression (Linear, Logistic Regression, Multiple, GLM) o Dimension Reduction Methods (Principal Component Analysis, LDA) o Statistical Modelling (Cluster Analysis, Decision Trees, Regression) o Classification (Naive Bayes, Support Vector Machine, Logistic regression, Decision trees, Ensembles - Random forests, Gradient Boosting) o Clustering- K Means/ hierarchical/DBSCAN/Affinity/Agglomerative/Spectral) o DeepNets/Theano/Keras/Tensorflow/CNN/LSTM/ImageProcessing/StockPrediction/Predictive Modelling o Time Series Forecasting: HoltWinters, ARIMA o Tools (Tableau, QlikView, QlikSense, Advanced Excel, RapidMiner, WEKA, KNIME, TRIFECTA) Database Management System- MySQL, MongoDB o Natural Language Processing, Sentimental Analysis, Semantic Analysis o Web Scraping

I am a professional ML/NLP Engineer in an IT company with 3+ years of Python, Machine learning and Natural Language processing, have experience working with many challenging problems and also with different tools and libraries like Scikit-learn, keras with backend tensorflow, and word2vec, fasttext, textacy etc, let me know if you are interested

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Hello, dear. I am interested in your project. I have extensive experience in Python, keras, tensorflow, ML and DL. I am confident in your project. If you are interested to work with me, please contact me at any time. Regards.

Hello! I am a python developer. I looked at your project and it seems interesting. I have all necessary skills required for this project. Ping me to discuss in detail.

Hello, I'm Bruno and I am Deep Learning researcher at OpenAI (you can check my github). I've been working with NLP-related tasks for around 4 years, and my research focus is with Recurrent Network (base for NLP). Contact me for futher information.

Hello I have vast knowledge on the topic which can help me get the work done perfectly and on time. i am looking forward to working with you. Regards, Evans

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Dear Hiring Manager, I am an expert data scientist working on machine learning, deep learning, image processing and NLP projects having six years of experience. RIght now serving as Lead Data Scientist with Televisory a startup in the financial domain where mainly working on forecasting and NLP problems mainly in information retrieval problem, earlier serving with United health group as Senior data scientist worked on healthcare problems and solved skin cancer image classification, patient sentiment analysis using their feedback text. Utilized python tool stack like sklearn, keras, gensim, nltk etc. Please do let me know your best time we can discuss further. Regards Naresh

Hi, I am glad to connect with you today. I have read your project description, and I express my interest in your project. I have been working on Machine Learning algorithms for more than an year in R and Python. Before that also, I was in Data oriented field. I had been working on Statistical data analysis and Quantitative modeling. It is my endeavour to create value in your project. I will not take up any task that I will not be able to do. If you like my proposal, please ping me so that we can discuss the details at length before you take a call. Warm regards, Kiran

Expert ML Engineer been working in the field for almost 2 years. I implemented word2vec Algo which needs the skipGram model with different languages. will wait for your confirmation to start working on the project considering all the details in the document . Can finish in the time frame that suits you. Thanks.

I am a machine learning enthusiast and I have implemented a skip-gram model before as I recently studied natural language processing. I had a look at your project and I feel I can do it. Looking forward to get the project.

Hi I have two years experience of implementing data science solution. Having clear understanding of Data problem and finding the optimized solution for that. I can build any machine learning project you want me do. I can build an recommendation system, image detection projects, AI, Computer vision, Natural language processing, Neural networks for Chat bot. Do let me know if you find some interesting job to get done. Thank you

Dear Madam/Sir, I have experience in word embeddings and particular with the Skip Gram Model. I used a model like that in my diploma thesis in order to find words that are semantically close in order to perform an Information Retrieval system. Looking forward to hearing from you. Sincerely, Christos-Angelos Vasilopoulos