├── README.md ├── lecture-notes ├── cs229-evaluation-metrics-slides.pptx ├── cs229-intro-slides.pptx ├── cs229-linalg.pdf ├── cs229-notes-deep_learning.pdf ├── cs229-notes1.pdf ├── cs229-notes10.pdf ├── cs229-notes11.pdf ├── cs229-notes12.pdf ├── cs229-notes2.pdf ├── cs229-notes3.pdf ├── cs229-notes4.pdf ├── cs229-notes5.pdf ├── cs229-notes7a.pdf ├── cs229-notes7b.pdf ├── cs229-notes8.pdf ├── cs229-notes9.pdf ├── cs229-prob-slide.pdf └── cs229-prob.pdf ├── materials ├── BiasVarianceAnalysis.pdf ├── MaxEnt.pdf ├── gaussian_processes.pdf ├── gaussians.pdf └── more_on_gaussians.pdf ├── problem-sets-solutions ├── README.md ├── ps1-sol.pdf ├── ps1-sol.zip ├── ps2-sol.pdf ├── ps2-sol.zip ├── ps3-sol.pdf └── ps3-sol.zip ├── problem-sets ├── ps1.pdf ├── ps1.zip ├── ps2.pdf ├── ps2.zip ├── ps3.pdf └── ps3.zip └── syllabus.html /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/README.md -------------------------------------------------------------------------------- /lecture-notes/cs229-evaluation-metrics-slides.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-evaluation-metrics-slides.pptx -------------------------------------------------------------------------------- /lecture-notes/cs229-intro-slides.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-intro-slides.pptx -------------------------------------------------------------------------------- /lecture-notes/cs229-linalg.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-linalg.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-notes-deep_learning.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-notes-deep_learning.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-notes1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-notes1.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-notes10.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-notes10.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-notes11.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-notes11.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-notes12.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-notes12.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-notes2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-notes2.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-notes3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-notes3.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-notes4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-notes4.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-notes5.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-notes5.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-notes7a.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-notes7a.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-notes7b.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-notes7b.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-notes8.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-notes8.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-notes9.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-notes9.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-prob-slide.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-prob-slide.pdf -------------------------------------------------------------------------------- /lecture-notes/cs229-prob.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/lecture-notes/cs229-prob.pdf -------------------------------------------------------------------------------- /materials/BiasVarianceAnalysis.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/materials/BiasVarianceAnalysis.pdf -------------------------------------------------------------------------------- /materials/MaxEnt.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/materials/MaxEnt.pdf -------------------------------------------------------------------------------- /materials/gaussian_processes.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/materials/gaussian_processes.pdf -------------------------------------------------------------------------------- /materials/gaussians.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/materials/gaussians.pdf -------------------------------------------------------------------------------- /materials/more_on_gaussians.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/materials/more_on_gaussians.pdf -------------------------------------------------------------------------------- /problem-sets-solutions/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/problem-sets-solutions/README.md -------------------------------------------------------------------------------- /problem-sets-solutions/ps1-sol.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/problem-sets-solutions/ps1-sol.pdf -------------------------------------------------------------------------------- /problem-sets-solutions/ps1-sol.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/problem-sets-solutions/ps1-sol.zip -------------------------------------------------------------------------------- /problem-sets-solutions/ps2-sol.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/problem-sets-solutions/ps2-sol.pdf -------------------------------------------------------------------------------- /problem-sets-solutions/ps2-sol.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/problem-sets-solutions/ps2-sol.zip -------------------------------------------------------------------------------- /problem-sets-solutions/ps3-sol.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/problem-sets-solutions/ps3-sol.pdf -------------------------------------------------------------------------------- /problem-sets-solutions/ps3-sol.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/problem-sets-solutions/ps3-sol.zip -------------------------------------------------------------------------------- /problem-sets/ps1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/problem-sets/ps1.pdf -------------------------------------------------------------------------------- /problem-sets/ps1.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/problem-sets/ps1.zip -------------------------------------------------------------------------------- /problem-sets/ps2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/problem-sets/ps2.pdf -------------------------------------------------------------------------------- /problem-sets/ps2.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/problem-sets/ps2.zip -------------------------------------------------------------------------------- /problem-sets/ps3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/problem-sets/ps3.pdf -------------------------------------------------------------------------------- /problem-sets/ps3.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/problem-sets/ps3.zip -------------------------------------------------------------------------------- /syllabus.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxim5/cs229-2019-summer/HEAD/syllabus.html --------------------------------------------------------------------------------