Updating conversion, creating readmes
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@@ -372,8 +372,7 @@
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mPOT[0m[38;5;12m (https://github.com/rflamary/POT) - Python Optimal Transport library.[39m
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mTalos[0m[38;5;12m (https://github.com/autonomio/talos) - Hyperparameter Optimization for Keras Models.[39m
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mnlopt[0m[38;5;12m (https://github.com/stevengj/nlopt) - Library for nonlinear optimization (global and local, constrained or unconstrained).[39m
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mOR-Tools[0m[38;5;12m [39m[38;5;12m(https://developers.google.com/optimization)[39m[38;5;12m [39m[38;5;12m-[39m[38;5;12m [39m[38;5;12mAn[39m[38;5;12m [39m[38;5;12mopen-source[39m[38;5;12m [39m[38;5;12msoftware[39m[38;5;12m [39m[38;5;12msuite[39m[38;5;12m [39m[38;5;12mfor[39m[38;5;12m [39m[38;5;12moptimization[39m[38;5;12m [39m[38;5;12mby[39m[38;5;12m [39m[38;5;12mGoogle;[39m[38;5;12m [39m[38;5;12mprovides[39m[38;5;12m [39m[38;5;12ma[39m[38;5;12m [39m[38;5;12munified[39m[38;5;12m [39m[38;5;12mprogramming[39m[38;5;12m [39m[38;5;12minterface[39m[38;5;12m [39m[38;5;12mto[39m[38;5;12m [39m[38;5;12ma[39m[38;5;12m [39m[38;5;12mhalf[39m[38;5;12m [39m[38;5;12mdozen[39m[38;5;12m [39m[38;5;12msolvers:[39m[38;5;12m [39m[38;5;12mSCIP,[39m[38;5;12m [39m[38;5;12mGLPK,[39m[38;5;12m [39m[38;5;12mGLOP,[39m[38;5;12m [39m[38;5;12mCP-SAT,[39m[38;5;12m [39m
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[38;5;12mCPLEX,[39m[38;5;12m [39m[38;5;12mand[39m[38;5;12m [39m[38;5;12mGurobi.[39m
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mOR-Tools[0m[38;5;12m (https://developers.google.com/optimization) - An open-source software suite for optimization by Google; provides a unified programming interface to a half dozen solvers: SCIP, GLPK, GLOP, CP-SAT, CPLEX, and Gurobi.[39m
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[38;2;255;187;0m[4mFeature Engineering[0m
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@@ -463,8 +462,8 @@
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mswifter[0m[38;5;12m (https://github.com/jmcarpenter2/swifter) - A package that efficiently applies any function to a pandas dataframe or series in the fastest available manner.[39m
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mpandas-log[0m[38;5;12m (https://github.com/eyaltrabelsi/pandas-log) - A package that allows providing feedback about basic pandas operations and finds both business logic and performance issues.[39m
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mvaex[0m[38;5;12m (https://github.com/vaexio/vaex) - Out-of-Core DataFrames for Python, ML, visualize and explore big tabular data at a billion rows per second.[39m
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mxarray[0m[38;5;12m [39m[38;5;12m(https://github.com/pydata/xarray)[39m[38;5;12m [39m[38;5;12m-[39m[38;5;12m [39m[38;5;12mXarray[39m[38;5;12m [39m[38;5;12mcombines[39m[38;5;12m [39m[38;5;12mthe[39m[38;5;12m [39m[38;5;12mbest[39m[38;5;12m [39m[38;5;12mfeatures[39m[38;5;12m [39m[38;5;12mof[39m[38;5;12m [39m[38;5;12mNumPy[39m[38;5;12m [39m[38;5;12mand[39m[38;5;12m [39m[38;5;12mpandas[39m[38;5;12m [39m[38;5;12mfor[39m[38;5;12m [39m[38;5;12mmultidimensional[39m[38;5;12m [39m[38;5;12mdata[39m[38;5;12m [39m[38;5;12mselection[39m[38;5;12m [39m[38;5;12mby[39m[38;5;12m [39m[38;5;12msupplementing[39m[38;5;12m [39m[38;5;12mnumerical[39m[38;5;12m [39m[38;5;12maxis[39m[38;5;12m [39m[38;5;12mlabels[39m[38;5;12m [39m[38;5;12mwith[39m[38;5;12m [39m[38;5;12mnamed[39m[38;5;12m [39m[38;5;12mdimensions[39m[38;5;12m [39m[38;5;12mfor[39m[38;5;12m [39m[38;5;12mmore[39m[38;5;12m [39m
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[38;5;12mintuitive,[39m[38;5;12m [39m[38;5;12mconcise,[39m[38;5;12m [39m[38;5;12mand[39m[38;5;12m [39m[38;5;12mless[39m[38;5;12m [39m[38;5;12merror-prone[39m[38;5;12m [39m[38;5;12mindexing[39m[38;5;12m [39m[38;5;12mroutines.[39m
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mxarray[0m[38;5;12m [39m[38;5;12m(https://github.com/pydata/xarray)[39m[38;5;12m [39m[38;5;12m-[39m[38;5;12m [39m[38;5;12mXarray[39m[38;5;12m [39m[38;5;12mcombines[39m[38;5;12m [39m[38;5;12mthe[39m[38;5;12m [39m[38;5;12mbest[39m[38;5;12m [39m[38;5;12mfeatures[39m[38;5;12m [39m[38;5;12mof[39m[38;5;12m [39m[38;5;12mNumPy[39m[38;5;12m [39m[38;5;12mand[39m[38;5;12m [39m[38;5;12mpandas[39m[38;5;12m [39m[38;5;12mfor[39m[38;5;12m [39m[38;5;12mmultidimensional[39m[38;5;12m [39m[38;5;12mdata[39m[38;5;12m [39m[38;5;12mselection[39m[38;5;12m [39m[38;5;12mby[39m[38;5;12m [39m[38;5;12msupplementing[39m[38;5;12m [39m[38;5;12mnumerical[39m[38;5;12m [39m[38;5;12maxis[39m[38;5;12m [39m[38;5;12mlabels[39m[38;5;12m [39m[38;5;12mwith[39m[38;5;12m [39m[38;5;12mnamed[39m[38;5;12m [39m[38;5;12mdimensions[39m[38;5;12m [39m[38;5;12mfor[39m[38;5;12m [39m[38;5;12mmore[39m[38;5;12m [39m[38;5;12mintuitive,[39m[38;5;12m [39m[38;5;12mconcise,[39m[38;5;12m [39m[38;5;12mand[39m[38;5;12m [39m[38;5;12mless[39m[38;5;12m [39m
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[38;5;12merror-prone[39m[38;5;12m [39m[38;5;12mindexing[39m[38;5;12m [39m[38;5;12mroutines.[39m
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[38;2;255;187;0m[4mPipelines[0m
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mpdpipe[0m[38;5;12m (https://github.com/shaypal5/pdpipe) - Sasy pipelines for pandas DataFrames.[39m
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@@ -528,8 +527,7 @@
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mnumdifftools[0m[38;5;12m (https://github.com/pbrod/numdifftools) - Solve automatic numerical differentiation problems in one or more variables.[39m
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mquaternion[0m[38;5;12m (https://github.com/moble/quaternion) - Add built-in support for quaternions to numpy.[39m
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1madaptive[0m[38;5;12m (https://github.com/python-adaptive/adaptive) - Tools for adaptive and parallel samping of mathematical functions.[39m
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mNumExpr[0m[38;5;12m [39m[38;5;12m(https://github.com/pydata/numexpr)[39m[38;5;12m [39m[38;5;12m-[39m[38;5;12m [39m[38;5;12mA[39m[38;5;12m [39m[38;5;12mfast[39m[38;5;12m [39m[38;5;12mnumerical[39m[38;5;12m [39m[38;5;12mexpression[39m[38;5;12m [39m[38;5;12mevaluator[39m[38;5;12m [39m[38;5;12mfor[39m[38;5;12m [39m[38;5;12mNumPy[39m[38;5;12m [39m[38;5;12mthat[39m[38;5;12m [39m[38;5;12mcomes[39m[38;5;12m [39m[38;5;12mwith[39m[38;5;12m [39m[38;5;12man[39m[38;5;12m [39m[38;5;12mintegrated[39m[38;5;12m [39m[38;5;12mcomputing[39m[38;5;12m [39m[38;5;12mvirtual[39m[38;5;12m [39m[38;5;12mmachine[39m[38;5;12m [39m[38;5;12mto[39m[38;5;12m [39m[38;5;12mspeed[39m[38;5;12m [39m[38;5;12mcalculations[39m[38;5;12m [39m[38;5;12mup[39m[38;5;12m [39m[38;5;12mby[39m[38;5;12m [39m[38;5;12mavoiding[39m[38;5;12m [39m[38;5;12mmemory[39m[38;5;12m [39m[38;5;12mallocation[39m[38;5;12m [39m[38;5;12mfor[39m[38;5;12m [39m
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[38;5;12mintermediate[39m[38;5;12m [39m[38;5;12mresults.[39m
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mNumExpr[0m[38;5;12m (https://github.com/pydata/numexpr) - A fast numerical expression evaluator for NumPy that comes with an integrated computing virtual machine to speed calculations up by avoiding memory allocation for intermediate results.[39m
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[38;2;255;187;0m[4mWeb Scraping[0m
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[48;5;12m[38;5;11m⟡[49m[39m[38;5;12m [39m[38;5;14m[1mBeautifulSoup[0m[38;5;12m (https://www.crummy.com/software/BeautifulSoup/bs4/doc/): The easiest library to scrape static websites for beginners[39m
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