Instructions- Provide the python code and the mathematical equation.

1.) Conduct a Ridge Regression and a Lasso Regression on the Baseball Data set from Exercise 3. Does the r-squared value differ? Are any attributes discarded? What is the resulting equation?

Player	Team	Position	Age	G	AB	R	H	2B	3B	HR	RBI	SB	CS	BB	SO	AVG	OBP	SLG	OPS	Ave. Annual Salary
Abreu, Jose	CWS	1B	33	159	634	85	180	38	1	33	123	2	2	36	152	0.284	0.33	0.503	0.833	16000000
Acuna, Ronald	ATL	LF	23	156	626	127	175	22	2	41	101	37	9	76	188	0.28	0.365	0.518	0.883	560000
Adames, Willy	TB	SS	25	152	531	69	135	25	1	20	52	4	2	46	153	0.254	0.317	0.418	0.735	562400
Adams, Matt	WSH	1B	32	111	310	42	70	14	0	20	56	0	0	20	115	0.226	0.276	0.465	0.741	4000000
Adrianza, Ehire	MIN	SS	31	84	202	34	55	8	3	5	22	0	2	20	40	0.272	0.349	0.416	0.765	1300000
Aguilar, Jesus	MIL	1B	30	94	222	26	50	9	0	8	34	0	0	31	59	0.225	0.32	0.374	0.694	637500
Ahmed, Nick	ARI	SS	30	158	556	79	141	33	6	19	82	8	2	52	113	0.254	0.316	0.437	0.753	3662500